DataFrame
NO COMPARISON TARGET
286080
ROWS
0
DUPLICATES
260.0 MB
RAM
88
FEATURES
12
CATEGORICAL
73
NUMERICAL
3
TEXT
2.2.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
flightid
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
286,080
(100%)
1
<1%
-
-
fcb2bf90345705318213ae1307c0f901
1
<1%
-
-
6f779ee556421cd67d31d0edaa7a667a
1
<1%
-
-
70617e7e67e493d11f5713aa569ade44
1
<1%
-
-
5392ac463884c78122c1cb18cc5f5bba
1
<1%
-
-
3e8a44e35f77b4d5db6f724568b2e863
1
<1%
-
-
62bfe231302b349a10c6c1198453a45d
1
<1%
-
-
205588f8cdc804e2f6059a814bed0ad5
286,073
>99%
-
-
(Other)
2
origem
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
21,073
(7%)
MAX
11.0
95%
10.0
Q3
7.0
AVG
4.5
MEDIAN
4.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
5.00
STD
3.00
VAR
8.99
KURT.
-0.782
SKEW
0.384
SUM
1.3M
3
destino
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
41,142
(14%)
MAX
11.0
95%
11.0
Q3
8.0
AVG
5.4
MEDIAN
5.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
11.0
IQR
6.00
STD
3.69
VAR
13.6
KURT.
-1.25
SKEW
-0.034
SUM
1.5M
4
target
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
10,366
(4%)
ZEROES:
---
MAX
73,821
95%
9,783
Q3
5,378
AVG
4,655
MEDIAN
4,087
Q1
2,968
5%
2,373
MIN
1,507
RANGE
72,314
IQR
2,410
STD
2,220
VAR
4.9M
KURT.
4.28
SKEW
1.35
SUM
1.3B
5
linha
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
3,862
(1%)
MAX
135
95%
89
Q3
67
AVG
41
MEDIAN
33
Q1
21
5%
3
MIN
0
RANGE
135
IQR
46.0
STD
27.6
VAR
761
KURT.
-0.912
SKEW
0.436
SUM
11.8M
6
diaSemana
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
7
hora
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
16,289
(6%)
MAX
23.0
95%
22.0
Q3
18.0
AVG
13.1
MEDIAN
13.0
Q1
10.0
5%
0.0
MIN
0.0
RANGE
23.0
IQR
8.00
STD
6.18
VAR
38.2
KURT.
-0.396
SKEW
-0.567
SUM
3.7M
8
HoraDataDest
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
8,103
(3%)
83
<1%
-
-
2023-05-04 10
81
<1%
-
-
2023-03-29 10
80
<1%
-
-
2023-04-04 10
80
<1%
-
-
2023-03-30 10
80
<1%
-
-
2023-03-14 23
79
<1%
-
-
2023-04-06 10
79
<1%
-
-
2023-03-27 10
285,518
>99%
-
-
(Other)
9
HoraData
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
8,141
(3%)
92
<1%
-
-
2023-04-04 11
91
<1%
-
-
2022-12-19 11
89
<1%
-
-
2023-04-12 11
85
<1%
-
-
2023-03-30 11
85
<1%
-
-
2023-03-29 11
85
<1%
-
-
2023-04-17 11
84
<1%
-
-
2023-04-12 09
285,469
>99%
-
-
(Other)
10
esperas
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
46
(<1%)
ZEROES:
161,830
(57%)
MAX
82.0
95%
7.0
Q3
2.0
AVG
1.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
82.0
IQR
2.00
STD
4.01
VAR
16.1
KURT.
86.7
SKEW
7.20
SUM
461k
11
mean_x
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
90
(<1%)
ZEROES:
21,362
(7%)
MAX
1.33
95%
0.82
Q3
0.31
AVG
0.22
MEDIAN
0.08
Q1
0.02
5%
0.00
MIN
0.00
RANGE
1.33
IQR
0.296
STD
0.278
VAR
0.077
KURT.
2.47
SKEW
1.65
SUM
63,287
12
sum_x
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
90
(<1%)
ZEROES:
21,362
(7%)
MAX
431
95%
267
Q3
102
AVG
72
MEDIAN
25
Q1
6
5%
0
MIN
0
RANGE
431
IQR
96.0
STD
90.0
VAR
8,104
KURT.
2.47
SKEW
1.65
SUM
20.5M
13
mean_y
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
70
(<1%)
ZEROES:
---
MAX
0.505
95%
0.501
Q3
0.287
AVG
0.181
MEDIAN
0.168
Q1
0.022
5%
0.008
MIN
0.004
RANGE
0.501
IQR
0.265
STD
0.163
VAR
0.026
KURT.
-0.840
SKEW
0.620
SUM
51,853
14
sum_y
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
62
(<1%)
ZEROES:
---
MAX
557
95%
553
Q3
324
AVG
202
MEDIAN
185
Q1
25
5%
9
MIN
4
RANGE
553
IQR
299
STD
181
VAR
32,821
KURT.
-0.838
SKEW
0.624
SUM
57.7M
15
mean
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
0.420
95%
0.420
Q3
0.257
MEDIAN
0.192
AVG
0.178
Q1
0.024
5%
0.009
MIN
0.009
RANGE
0.411
IQR
0.232
STD
0.147
VAR
0.022
KURT.
-1.19
SKEW
0.343
SUM
50,815
16
sum
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
3,266
95%
3,266
Q3
1,997
MEDIAN
1,492
AVG
1,381
Q1
190
5%
72
MIN
72
RANGE
3,194
IQR
1,807
STD
1,147
VAR
1.3M
KURT.
-1.19
SKEW
0.343
SUM
395.1M
17
Temperaturamean_x
VALUES:
255,732
(89%)
MISSING:
30,348
(11%)
DISTINCT:
127
(<1%)
ZEROES:
---
MAX
38.0
95%
29.0
Q3
26.0
MEDIAN
23.0
AVG
22.4
Q1
19.0
5%
14.0
MIN
1.0
RANGE
37.0
IQR
7.00
STD
4.82
VAR
23.2
KURT.
-0.257
SKEW
-0.376
SUM
5.7M
18
Temperaturamin_x
VALUES:
255,732
(89%)
MISSING:
30,348
(11%)
DISTINCT:
39
(<1%)
ZEROES:
4
(<1%)
MAX
38.0
95%
29.0
Q3
26.0
MEDIAN
23.0
AVG
22.4
Q1
19.0
5%
14.0
MIN
0.0
RANGE
38.0
IQR
7.00
STD
4.83
VAR
23.3
KURT.
-0.254
SKEW
-0.373
SUM
5.7M
19
Temperaturamax_x
VALUES:
255,732
(89%)
MISSING:
30,348
(11%)
DISTINCT:
38
(<1%)
ZEROES:
---
MAX
38.0
95%
29.0
Q3
26.0
MEDIAN
23.0
AVG
22.4
Q1
19.0
5%
14.0
MIN
1.0
RANGE
37.0
IQR
7.00
STD
4.83
VAR
23.3
KURT.
-0.257
SKEW
-0.377
SUM
5.7M
20
Temperaturastd_x
VALUES:
17,154
(6%)
MISSING:
268,926
(94%)
DISTINCT:
79
(<1%)
ZEROES:
9,634
(3%)
MAX
18.4
95%
2.1
Q3
0.7
AVG
0.5
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
18.4
IQR
0.707
STD
0.807
VAR
0.652
KURT.
62.0
SKEW
4.52
SUM
8,530
21
Ponto de Orvalhomean_x
VALUES:
255,435
(89%)
MISSING:
30,645
(11%)
DISTINCT:
107
(<1%)
ZEROES:
68
(<1%)
MAX
27.0
95%
23.0
Q3
20.0
MEDIAN
17.0
AVG
16.7
Q1
14.0
5%
9.0
MIN
-7.0
RANGE
34.0
IQR
6.00
STD
4.48
VAR
20.1
KURT.
-0.132
SKEW
-0.524
SUM
4.3M
22
Ponto de Orvalhomin_x
VALUES:
255,435
(89%)
MISSING:
30,645
(11%)
DISTINCT:
35
(<1%)
ZEROES:
72
(<1%)
MAX
27.0
95%
23.0
Q3
20.0
MEDIAN
17.0
AVG
16.7
Q1
14.0
5%
9.0
MIN
-7.0
RANGE
34.0
IQR
6.00
STD
4.48
VAR
20.1
KURT.
-0.131
SKEW
-0.523
SUM
4.3M
23
Ponto de Orvalhomax_x
VALUES:
255,435
(89%)
MISSING:
30,645
(11%)
DISTINCT:
35
(<1%)
ZEROES:
68
(<1%)
MAX
27.0
95%
23.0
Q3
20.0
MEDIAN
17.0
AVG
16.7
Q1
14.0
5%
9.0
MIN
-7.0
RANGE
34.0
IQR
6.00
STD
4.49
VAR
20.1
KURT.
-0.134
SKEW
-0.525
SUM
4.3M
24
Ponto de Orvalhostd_x
VALUES:
17,133
(6%)
MISSING:
268,947
(94%)
DISTINCT:
47
(<1%)
ZEROES:
11,426
(4%)
MAX
14.8
95%
1.2
Q3
0.7
AVG
0.3
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.8
IQR
0.707
STD
0.539
VAR
0.290
KURT.
137
SKEW
6.93
SUM
4,912
25
Velocidade do Ventomean_x
VALUES:
255,773
(89%)
MISSING:
30,307
(11%)
DISTINCT:
114
(<1%)
ZEROES:
2,654
(<1%)
MAX
27.0
95%
14.0
Q3
10.0
AVG
7.2
MEDIAN
7.0
Q1
4.0
5%
2.0
MIN
0.0
RANGE
27.0
IQR
6.00
STD
3.67
VAR
13.5
KURT.
0.255
SKEW
0.592
SUM
1.8M
26
Velocidade do Ventomin_x
VALUES:
255,773
(89%)
MISSING:
30,307
(11%)
DISTINCT:
28
(<1%)
ZEROES:
2,799
(<1%)
MAX
27.0
95%
14.0
Q3
9.0
AVG
7.1
MEDIAN
7.0
Q1
4.0
5%
2.0
MIN
0.0
RANGE
27.0
IQR
5.00
STD
3.66
VAR
13.4
KURT.
0.261
SKEW
0.598
SUM
1.8M
27
Velocidade do Ventomax_x
VALUES:
255,773
(89%)
MISSING:
30,307
(11%)
DISTINCT:
31
(<1%)
ZEROES:
2,654
(<1%)
MAX
35.0
95%
14.0
Q3
10.0
AVG
7.2
MEDIAN
7.0
Q1
4.0
5%
2.0
MIN
0.0
RANGE
35.0
IQR
6.00
STD
3.75
VAR
14.0
KURT.
0.470
SKEW
0.647
SUM
1.8M
28
Velocidade do Ventostd_x
VALUES:
17,154
(6%)
MISSING:
268,926
(94%)
DISTINCT:
155
(<1%)
ZEROES:
6,028
(2%)
MAX
15.3
95%
4.9
Q3
2.1
AVG
1.4
MEDIAN
0.7
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.3
IQR
2.12
STD
1.84
VAR
3.37
KURT.
7.00
SKEW
2.29
SUM
23,800
29
Direção do Ventomean_x
VALUES:
242,556
(85%)
MISSING:
43,524
(15%)
DISTINCT:
171
(<1%)
ZEROES:
2,668
(<1%)
MAX
360
95%
340
Q3
200
AVG
157
MEDIAN
140
Q1
90
5%
30
MIN
0
RANGE
360
IQR
110
STD
95.3
VAR
9,084
KURT.
-0.520
SKEW
0.658
SUM
38.2M
30
Direção do Ventomin_x
VALUES:
242,556
(85%)
MISSING:
43,524
(15%)
DISTINCT:
37
(<1%)
ZEROES:
2,786
(<1%)
MAX
360
95%
340
Q3
200
AVG
156
MEDIAN
140
Q1
90
5%
20
MIN
0
RANGE
360
IQR
110
STD
95.5
VAR
9,129
KURT.
-0.502
SKEW
0.668
SUM
37.9M
31
Direção do Ventomax_x
VALUES:
242,556
(85%)
MISSING:
43,524
(15%)
DISTINCT:
37
(<1%)
ZEROES:
2,668
(<1%)
MAX
360
95%
340
Q3
200
AVG
159
MEDIAN
140
Q1
90
5%
30
MIN
0
RANGE
360
IQR
110
STD
96.1
VAR
9,243
KURT.
-0.565
SKEW
0.644
SUM
38.5M
32
Direção do Ventostd_x
VALUES:
16,191
(6%)
MISSING:
269,889
(94%)
DISTINCT:
236
(<1%)
ZEROES:
5,929
(2%)
MAX
247
95%
134
Q3
25
AVG
26
MEDIAN
7
Q1
0
5%
0
MIN
0
RANGE
247
IQR
25.2
STD
45.6
VAR
2,079
KURT.
7.83
SKEW
2.76
SUM
414k
33
Visibilidademean_x
VALUES:
255,775
(89%)
MISSING:
30,305
(11%)
DISTINCT:
204
(<1%)
ZEROES:
---
MAX
10,000
95%
10,000
Q3
10,000
MEDIAN
10,000
AVG
9,455
Q1
10,000
5%
5,900
MIN
100
RANGE
9,900
IQR
0.00
STD
1,517
VAR
2.3M
KURT.
9.88
SKEW
-3.15
SUM
2.4B
34
Visibilidademin_x
VALUES:
255,775
(89%)
MISSING:
30,305
(11%)
DISTINCT:
54
(<1%)
ZEROES:
4
(<1%)
MAX
10,000
95%
10,000
Q3
10,000
MEDIAN
10,000
AVG
9,395
Q1
10,000
5%
5,000
MIN
0
RANGE
10,000
IQR
0.00
STD
1,683
VAR
2.8M
KURT.
9.15
SKEW
-3.09
SUM
2.4B
35
Visibilidademax_x
VALUES:
255,775
(89%)
MISSING:
30,305
(11%)
DISTINCT:
48
(<1%)
ZEROES:
---
MAX
10,000
95%
10,000
Q3
10,000
MEDIAN
10,000
AVG
9,515
Q1
10,000
5%
6,000
MIN
100
RANGE
9,900
IQR
0.00
STD
1,429
VAR
2.0M
KURT.
11.7
SKEW
-3.39
SUM
2.4B
36
Visibilidadestd_x
VALUES:
17,154
(6%)
MISSING:
268,926
(94%)
DISTINCT:
285
(<1%)
ZEROES:
8,610
(3%)
MAX
6,718
95%
4,243
Q3
2,121
AVG
1,152
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
6,718
IQR
2,121
STD
1,525
VAR
2.3M
KURT.
0.138
SKEW
1.15
SUM
19.8M
37
Pressãomean_x
VALUES:
255,775
(89%)
MISSING:
30,305
(11%)
DISTINCT:
138
(<1%)
ZEROES:
---
MAX
1,095
95%
1,024
Q3
1,020
MEDIAN
1,017
AVG
1,017
Q1
1,014
5%
1,009
MIN
101
RANGE
994
IQR
6.00
STD
6.27
VAR
39.3
KURT.
6,711
SKEW
-54.3
SUM
260.1M
38
Pressãomin_x
VALUES:
255,775
(89%)
MISSING:
30,305
(11%)
DISTINCT:
41
(<1%)
ZEROES:
4
(<1%)
MAX
1,095
95%
1,024
Q3
1,020
MEDIAN
1,017
AVG
1,017
Q1
1,014
5%
1,009
MIN
0
RANGE
1,095
IQR
6.00
STD
8.13
VAR
66.1
KURT.
9,477
SKEW
-80.8
SUM
260.1M
39
Pressãomax_x
VALUES:
255,775
(89%)
MISSING:
30,305
(11%)
DISTINCT:
40
(<1%)
ZEROES:
---
MAX
1,095
95%
1,024
Q3
1,020
MEDIAN
1,017
AVG
1,017
Q1
1,014
5%
1,009
MIN
101
RANGE
994
IQR
6.00
STD
5.50
VAR
30.2
KURT.
9,025
SKEW
-54.2
SUM
260.1M
40
Pressãostd_x
VALUES:
17,154
(6%)
MISSING:
268,926
(94%)
DISTINCT:
38
(<1%)
ZEROES:
12,081
(4%)
MAX
716
95%
1
Q3
1
AVG
1
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
716
IQR
0.577
STD
16.3
VAR
266
KURT.
1,726
SKEW
41.5
SUM
10,565
41
Temperaturamean_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
39.0
95%
30.0
Q3
26.0
AVG
22.1
MEDIAN
22.0
Q1
19.0
5%
14.0
MIN
1.0
RANGE
38.0
IQR
7.00
STD
4.92
VAR
24.2
KURT.
-0.447
SKEW
-0.145
SUM
2.6M
42
Temperaturamin_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
39.0
95%
30.0
Q3
26.0
AVG
22.1
MEDIAN
22.0
Q1
19.0
5%
14.0
MIN
1.0
RANGE
38.0
IQR
7.00
STD
4.92
VAR
24.2
KURT.
-0.447
SKEW
-0.145
SUM
2.6M
43
Temperaturamax_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
39.0
95%
30.0
Q3
26.0
AVG
22.1
MEDIAN
22.0
Q1
19.0
5%
14.0
MIN
1.0
RANGE
38.0
IQR
7.00
STD
4.92
VAR
24.2
KURT.
-0.447
SKEW
-0.145
SUM
2.6M
44
Temperaturastd_y
VALUES:
2,002
(<1%)
MISSING:
284,078
(>99%)
DISTINCT:
1
(<1%)
45
Ponto de Orvalhomean_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
30
(<1%)
ZEROES:
170
(<1%)
MAX
25.0
95%
19.0
Q3
17.0
MEDIAN
15.0
AVG
14.0
Q1
11.0
5%
6.0
MIN
-4.0
RANGE
29.0
IQR
6.00
STD
4.26
VAR
18.1
KURT.
0.228
SKEW
-0.780
SUM
1.6M
46
Ponto de Orvalhomin_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
30
(<1%)
ZEROES:
170
(<1%)
MAX
25.0
95%
19.0
Q3
17.0
MEDIAN
15.0
AVG
14.0
Q1
11.0
5%
6.0
MIN
-4.0
RANGE
29.0
IQR
6.00
STD
4.26
VAR
18.1
KURT.
0.228
SKEW
-0.780
SUM
1.6M
47
Ponto de Orvalhomax_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
30
(<1%)
ZEROES:
170
(<1%)
MAX
25.0
95%
19.0
Q3
17.0
MEDIAN
15.0
AVG
14.0
Q1
11.0
5%
6.0
MIN
-4.0
RANGE
29.0
IQR
6.00
STD
4.26
VAR
18.1
KURT.
0.228
SKEW
-0.780
SUM
1.6M
48
Ponto de Orvalhostd_y
VALUES:
2,002
(<1%)
MISSING:
284,078
(>99%)
DISTINCT:
1
(<1%)
49
Velocidade do Ventomean_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
29
(<1%)
ZEROES:
313
(<1%)
MAX
29.0
95%
13.0
Q3
9.0
AVG
6.7
MEDIAN
6.0
Q1
4.0
5%
2.0
MIN
0.0
RANGE
29.0
IQR
5.00
STD
3.39
VAR
11.5
KURT.
0.778
SKEW
0.750
SUM
771k
50
Velocidade do Ventomin_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
29
(<1%)
ZEROES:
313
(<1%)
MAX
29.0
95%
13.0
Q3
9.0
AVG
6.7
MEDIAN
6.0
Q1
4.0
5%
2.0
MIN
0.0
RANGE
29.0
IQR
5.00
STD
3.39
VAR
11.5
KURT.
0.778
SKEW
0.750
SUM
771k
51
Velocidade do Ventomax_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
29
(<1%)
ZEROES:
313
(<1%)
MAX
29.0
95%
13.0
Q3
9.0
AVG
6.7
MEDIAN
6.0
Q1
4.0
5%
2.0
MIN
0.0
RANGE
29.0
IQR
5.00
STD
3.39
VAR
11.5
KURT.
0.778
SKEW
0.750
SUM
771k
52
Velocidade do Ventostd_y
VALUES:
2,002
(<1%)
MISSING:
284,078
(>99%)
DISTINCT:
1
(<1%)
53
Direção do Ventomean_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
360
95%
340
Q3
280
AVG
171
MEDIAN
140
Q1
100
5%
30
MIN
10
RANGE
350
IQR
180
STD
102
VAR
10,426
KURT.
-1.09
SKEW
0.453
SUM
19.8M
54
Direção do Ventomin_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
360
95%
340
Q3
280
AVG
171
MEDIAN
140
Q1
100
5%
30
MIN
10
RANGE
350
IQR
180
STD
102
VAR
10,426
KURT.
-1.09
SKEW
0.453
SUM
19.8M
55
Direção do Ventomax_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
36
(<1%)
ZEROES:
---
MAX
360
95%
340
Q3
280
AVG
171
MEDIAN
140
Q1
100
5%
30
MIN
10
RANGE
350
IQR
180
STD
102
VAR
10,426
KURT.
-1.09
SKEW
0.453
SUM
19.8M
56
Direção do Ventostd_y
VALUES:
2,002
(<1%)
MISSING:
284,078
(>99%)
DISTINCT:
1
(<1%)
57
Visibilidademean_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
10,000
95%
10,000
Q3
10,000
MEDIAN
10,000
AVG
8,384
Q1
8,000
5%
2,000
MIN
250
RANGE
9,750
IQR
2,000
STD
2,889
VAR
8.3M
KURT.
0.816
SKEW
-1.53
SUM
969.5M
58
Visibilidademin_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
10,000
95%
10,000
Q3
10,000
MEDIAN
10,000
AVG
8,384
Q1
8,000
5%
2,000
MIN
250
RANGE
9,750
IQR
2,000
STD
2,889
VAR
8.3M
KURT.
0.816
SKEW
-1.53
SUM
969.5M
59
Visibilidademax_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
10,000
95%
10,000
Q3
10,000
MEDIAN
10,000
AVG
8,384
Q1
8,000
5%
2,000
MIN
250
RANGE
9,750
IQR
2,000
STD
2,889
VAR
8.3M
KURT.
0.816
SKEW
-1.53
SUM
969.5M
60
Visibilidadestd_y
VALUES:
2,002
(<1%)
MISSING:
284,078
(>99%)
DISTINCT:
1
(<1%)
61
Pressãomean_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
1,036.0
95%
1,023.0
Q3
1,018.0
AVG
1,015.5
MEDIAN
1,015.0
Q1
1,013.0
5%
1,009.0
MIN
999.0
RANGE
37.0
IQR
5.00
STD
4.38
VAR
19.1
KURT.
0.717
SKEW
0.309
SUM
117.4M
62
Pressãomin_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
1,036.0
95%
1,023.0
Q3
1,018.0
AVG
1,015.5
MEDIAN
1,015.0
Q1
1,013.0
5%
1,009.0
MIN
999.0
RANGE
37.0
IQR
5.00
STD
4.38
VAR
19.1
KURT.
0.717
SKEW
0.309
SUM
117.4M
63
Pressãomax_y
VALUES:
115,633
(40%)
MISSING:
170,447
(60%)
DISTINCT:
37
(<1%)
ZEROES:
---
MAX
1,036.0
95%
1,023.0
Q3
1,018.0
AVG
1,015.5
MEDIAN
1,015.0
Q1
1,013.0
5%
1,009.0
MIN
999.0
RANGE
37.0
IQR
5.00
STD
4.38
VAR
19.1
KURT.
0.717
SKEW
0.309
SUM
117.4M
64
Pressãostd_y
VALUES:
2,002
(<1%)
MISSING:
284,078
(>99%)
DISTINCT:
1
(<1%)
65
troca
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
66
trocareal
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
---
MAX
30.0
95%
12.0
Q3
8.0
AVG
5.1
MEDIAN
4.0
Q1
2.0
5%
1.0
MIN
1.0
RANGE
29.0
IQR
6.00
STD
3.80
VAR
14.5
KURT.
1.51
SKEW
1.01
SUM
1.5M
67
troca_prev_mean_x
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
---
MAX
0.444
95%
0.417
Q3
0.395
MEDIAN
0.336
AVG
0.309
Q1
0.244
5%
0.160
MIN
0.154
RANGE
0.290
IQR
0.151
STD
0.090
VAR
0.008
KURT.
-1.20
SKEW
-0.295
SUM
88,321
68
troca_prev_sum_x
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
18
(<1%)
ZEROES:
---
MAX
144.0
95%
135.0
Q3
128.0
MEDIAN
109.0
AVG
100.0
Q1
79.0
5%
52.0
MIN
50.0
RANGE
94.0
IQR
49.0
STD
29.2
VAR
855
KURT.
-1.20
SKEW
-0.295
SUM
28.6M
69
troca_prev_mean_y
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
70
troca_prev_sum_y
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
71
troca_prev_mean
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
72
troca_prev_sum
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
73
troca_real_x
VALUES:
286,062
(>99%)
MISSING:
18
(<1%)
DISTINCT:
156
(<1%)
ZEROES:
---
MAX
1,047
95%
499
Q3
125
AVG
114
MEDIAN
72
Q1
46
5%
16
MIN
1
RANGE
1,046
IQR
79.0
STD
157
VAR
24,747
KURT.
15.2
SKEW
3.78
SUM
32.6M
74
troca_real_y
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
75
(<1%)
ZEROES:
---
MAX
1,874
95%
1,316
Q3
284
AVG
303
MEDIAN
212
Q1
132
5%
96
MIN
85
RANGE
1,789
IQR
152
STD
345
VAR
119k
KURT.
9.44
SKEW
3.14
SUM
86.8M
75
troca_real
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
11,140
95%
11,140
Q3
2,103
AVG
2,111
MEDIAN
1,676
Q1
910
5%
780
MIN
780
RANGE
10,360
IQR
1,193
STD
2,358
VAR
5.6M
KURT.
8.56
SKEW
3.06
SUM
603.8M
76
flightid_
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
122
(<1%)
ZEROES:
---
MAX
14,663
95%
14,663
Q3
5,260
AVG
4,635
MEDIAN
3,727
Q1
2,418
5%
1,163
MIN
2
RANGE
14,661
IQR
2,842
STD
3,673
VAR
13.5M
KURT.
2.43
SKEW
1.79
SUM
1.3B
77
dt_radar_lambda
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
14,321
95%
9,554
Q3
5,038
AVG
4,490
MEDIAN
3,782
Q1
2,955
5%
2,489
MIN
1,412
RANGE
12,909
IQR
2,083
STD
2,111
VAR
4.5M
KURT.
1.07
SKEW
1.33
SUM
1.3B
78
dt_radar_lambda1
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
70
(<1%)
ZEROES:
126,079
(44%)
MAX
11,699
95%
722
Q3
60
AVG
132
MEDIAN
4
Q1
0
5%
0
MIN
0
RANGE
11,699
IQR
60.0
STD
497
VAR
247k
KURT.
149
SKEW
10.2
SUM
37.8M
79
dt_radar_lambda2
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
133
(<1%)
ZEROES:
---
MAX
73,802
95%
18,305
Q3
12,603
AVG
11,661
MEDIAN
10,443
Q1
8,346
5%
7,083
MIN
1,923
RANGE
71,879
IQR
4,257
STD
8,316
VAR
69.2M
KURT.
44.1
SKEW
6.31
SUM
3.3B
80
dt_radar_lambda3
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
3,397
95%
944
Q3
699
AVG
589
MEDIAN
524
Q1
480
5%
386
MIN
154
RANGE
3,243
IQR
219
STD
174
VAR
30,190
KURT.
8.43
SKEW
1.69
SUM
168.5M
81
flightlevel_mean
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
339
95%
313
Q3
282
MEDIAN
241
AVG
232
Q1
174
5%
139
MIN
56
RANGE
283
IQR
108
STD
57.1
VAR
3,266
KURT.
-1.29
SKEW
-0.131
SUM
66.5M
82
flightlevel_max
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
135
(<1%)
ZEROES:
---
MAX
390
95%
381
Q3
370
MEDIAN
353
AVG
337
Q1
294
5%
260
MIN
83
RANGE
307
IQR
76.9
STD
41.8
VAR
1,747
KURT.
-0.450
SKEW
-0.776
SUM
96.3M
83
distancia_
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
2,943
95%
2,057
Q3
921
AVG
803
MEDIAN
662
Q1
373
5%
340
MIN
5
RANGE
2,939
IQR
548
STD
500
VAR
250k
KURT.
0.890
SKEW
1.28
SUM
229.8M
84
flightlevel_std
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
70.9
95%
19.0
Q3
15.8
AVG
13.4
MEDIAN
12.9
Q1
10.6
5%
9.0
MIN
3.8
RANGE
67.1
IQR
5.13
STD
3.17
VAR
10.0
KURT.
2.00
SKEW
0.710
SUM
3.8M
85
flightlevel_std1
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
133
95%
126
Q3
115
AVG
105
MEDIAN
105
Q1
95
5%
86
MIN
21
RANGE
112
IQR
19.9
STD
13.2
VAR
173
KURT.
-0.078
SKEW
-0.050
SUM
30.0M
86
speed_std
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
113.1
95%
100.3
Q3
93.3
AVG
83.9
MEDIAN
82.8
Q1
78.2
5%
65.3
MIN
43.5
RANGE
69.6
IQR
15.1
STD
11.2
VAR
126
KURT.
-0.287
SKEW
0.002
SUM
24.0M
87
speed_std1
VALUES:
286,080
(100%)
MISSING:
---
DISTINCT:
136
(<1%)
ZEROES:
---
MAX
47.8
95%
19.1
Q3
16.7
AVG
15.4
MEDIAN
15.4
Q1
13.9
5%
11.4
MIN
0.3
RANGE
47.5
IQR
2.88
STD
2.22
VAR
4.94
KURT.
3.84
SKEW
0.444
SUM
4.4M
88
sum(flight_through_area)
VALUES:
277,382
(97%)
MISSING:
8,698
(3%)
DISTINCT:
423
(<1%)
ZEROES:
212,676
(74%)
MAX
446
95%
167
Q3
0
AVG
31
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
446
IQR
0.00
STD
63.9
VAR
4,088
KURT.
5.03
SKEW
2.28
SUM
8.5M
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
flightid
MISSING:
---
1
<1%
-
-
fcb2bf90345705318213ae1307c0f901
1
<1%
-
-
6f779ee556421cd67d31d0edaa7a667a
1
<1%
-
-
70617e7e67e493d11f5713aa569ade44
1
<1%
-
-
5392ac463884c78122c1cb18cc5f5bba
1
<1%
-
-
3e8a44e35f77b4d5db6f724568b2e863
1
<1%
-
-
62bfe231302b349a10c6c1198453a45d
1
<1%
-
-
205588f8cdc804e2f6059a814bed0ad5
1
<1%
-
-
06f99876a0e70fb65d5409b9f6b206f5
1
<1%
-
-
63ee5fd4a9c0a9d1eb17bd7dc0e94f74
1
<1%
-
-
fb54780666a85383b3e37c803b63e6e9
1
<1%
-
-
7092afdc71da18496ce56011b129128d
1
<1%
-
-
2f5a9ecc101f64bd70e7b643b85b68c3
1
<1%
-
-
f76aa07f5fa2aa5a59e0d59cbf5d14a4
1
<1%
-
-
3e225f94631d8d7c26a3d0b83d31c4f3
1
<1%
-
-
345acbffc4f298f5219afa7fcad4a723
1
<1%
-
-
33585e1137e977d2f569ad197fca51c7
1
<1%
-
-
919a3eaad2fc9c83f13932b4d9be86a7
1
<1%
-
-
034bbb7784313925eece2aa3cb3e6255
1
<1%
-
-
746c90b5b2817f374dbb036029e6ea5a
1
<1%
-
-
d65ab1a6101ebe951e2764c6d53280a4
1
<1%
-
-
1e1f7f4574278cda78c659c4e6162a28
1
<1%
-
-
3a55d6f88e766b76043d7206207d341c
1
<1%
-
-
7c42ef4ea539cdbd94260d0510edb085
1
<1%
-
-
dfc59b12f9f61a2f8846a6e448527c7c
1
<1%
-
-
2b00e87c8ec1118b6f0534a8ab5b73c2
1
<1%
-
-
34b5c8c6c42a2caa59bd64cc8642b17b
1
<1%
-
-
4e43dcde5161f388c4d44dd5d09e9199
1
<1%
-
-
b99f96d6c9893b26fd7ff065bd45a82c
1
<1%
-
-
c5f366b9bfa42cad2dc6e767c2d05a4e
1
<1%
-
-
7f545cdaf078b1b9c4f276db0dd37a9f
1
<1%
-
-
399f856c634200a59e27136d860a2fc1
1
<1%
-
-
ee9125f6caa82cbb8732de11d9bf25a7
1
<1%
-
-
07d206533c7b1ad1438f3dd02a5133e9
1
<1%
-
-
aa2475c4d0434d58daf34badca60e3e8
1
<1%
-
-
852a9c15afa06a27ee3e9714364136c5
1
<1%
-
-
a9443aaf64ea03d162271d2e0f2bb6b7
1
<1%
-
-
1d73775cacbd6eb667e10d383d3808e2
1
<1%
-
-
bc96e769dc72255d3f8974b68b06ef38
1
<1%
-
-
ca0073e1412b472797f4b5b1fd3ef42e
1
<1%
-
-
ce9323c84fe00e37f83181a873da8b90
1
<1%
-
-
9c381151a6e420b75f0375f132aa8365
1
<1%
-
-
756041adeb14b79cbb075dbdb240130a
1
<1%
-
-
c5fa8ca4790972679d5780f61546026a
1
<1%
-
-
d3338767984273580ca2f84c78c370e8
1
<1%
-
-
0209e5660ba5cc7d1fe95ae8b1d51c24
1
<1%
-
-
1b4a7eae650972e1214002e9db85cdc1
1
<1%
-
-
42c75b8fde158d5860c805875d9d1907
1
<1%
-
-
68ee8c7ecd8b35d201b129419f673f0d
1
<1%
-
-
8b587cd3f2d411fa1fdb967bac24e211
1
<1%
-
-
9ad5510af9551e7e41a00f168d0300d8
1
<1%
-
-
8d2494aa3aac05433c221b162583ed62
1
<1%
-
-
fd52755061f18c3aebbc043dfcafdc57
1
<1%
-
-
a1054d74abb79ac28f9661639732a90c
1
<1%
-
-
6e2e4215149cce1ab61cf95a3df43c2e
1
<1%
-
-
6cbd9ca2fb3c461914628687e80f96f2
1
<1%
-
-
ec5e0997cc8bf19b4f66d85ecdda4408
1
<1%
-
-
e8eada2507fa6d9adcc057ebe779b74f
1
<1%
-
-
d77c48f13c231c2ea03cf1214975063c
1
<1%
-
-
fa356d5e2a402684e57c6c6d79df3e2c
1
<1%
-
-
498d9f99200be8bcf56079a255392e79
286,020
>99%
-
-
(Other)
origem
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sum
-0.46
mean
-0.46
troca_real
0.44
troca_real_y
0.43
mean_y
-0.42
sum_y
-0.42
troca_real_x
0.35
linha
0.34
destino
0.28
sum_x
-0.26
mean_x
-0.26
dt_radar_lambda
0.25
target
0.24
dt_radar_lambda1
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.01
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
4
50,272
17.6%
5
41,078
14.4%
1
34,377
12.0%
2
26,130
9.1%
3
26,124
9.1%
9
21,229
7.4%
0
21,073
7.4%
7
17,231
6.0%
8
16,289
5.7%
10
14,888
5.2%
6
11,100
3.9%
11
6,289
2.2%
SMALLEST VALUES
0
21,073
7.4%
1
34,377
12.0%
2
26,130
9.1%
3
26,124
9.1%
4
50,272
17.6%
5
41,078
14.4%
6
11,100
3.9%
7
17,231
6.0%
8
16,289
5.7%
9
21,229
7.4%
10
14,888
5.2%
11
6,289
2.2%
LARGEST VALUES
11
6,289
2.2%
10
14,888
5.2%
9
21,229
7.4%
8
16,289
5.7%
7
17,231
6.0%
6
11,100
3.9%
5
41,078
14.4%
4
50,272
17.6%
3
26,124
9.1%
2
26,130
9.1%
1
34,377
12.0%
0
21,073
7.4%
destino
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
linha
0.36
sum
-0.35
mean
-0.35
mean_y
-0.33
sum_y
-0.33
flightlevel_std
0.30
target
0.29
flightlevel_mean
0.29
dt_radar_lambda
0.28
origem
0.28
dt_radar_lambda3
0.28
speed_std
-0.27
sum_x
-0.26
mean_x
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
7
49,820
17.4%
0
41,142
14.4%
11
33,373
11.7%
5
28,178
9.8%
1
25,912
9.1%
4
21,814
7.6%
10
19,668
6.9%
3
17,828
6.2%
9
16,378
5.7%
8
15,437
5.4%
2
10,832
3.8%
6
5,698
2.0%
SMALLEST VALUES
0
41,142
14.4%
1
25,912
9.1%
2
10,832
3.8%
3
17,828
6.2%
4
21,814
7.6%
5
28,178
9.8%
6
5,698
2.0%
7
49,820
17.4%
8
15,437
5.4%
9
16,378
5.7%
10
19,668
6.9%
11
33,373
11.7%
LARGEST VALUES
11
33,373
11.7%
10
19,668
6.9%
9
16,378
5.7%
8
15,437
5.4%
7
49,820
17.4%
6
5,698
2.0%
5
28,178
9.8%
4
21,814
7.6%
3
17,828
6.2%
2
10,832
3.8%
1
25,912
9.1%
0
41,142
14.4%
target
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dt_radar_lambda
0.98
distancia_
0.97
flightlevel_mean
0.85
flightlevel_max
0.67
dt_radar_lambda3
0.58
speed_std
-0.51
dt_radar_lambda1
0.38
flightid_
-0.35
destino
0.29
flightlevel_std
0.27
sum
-0.26
mean
-0.26
sum(flight_through_area)
0.25
mean_y
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
3068
136
<0.1%
3234
134
<0.1%
2987
134
<0.1%
3113
133
<0.1%
3049
133
<0.1%
3065
132
<0.1%
3074
132
<0.1%
3212
130
<0.1%
3141
130
<0.1%
3128
130
<0.1%
3194
129
<0.1%
3108
129
<0.1%
3044
128
<0.1%
3134
128
<0.1%
3226
128
<0.1%
SMALLEST VALUES
1507
1
<0.1%
1508
2
<0.1%
1512
1
<0.1%
1515
1
<0.1%
1517
1
<0.1%
1525
1
<0.1%
1527
1
<0.1%
1529
1
<0.1%
1532
2
<0.1%
1536
1
<0.1%
1538
1
<0.1%
1540
1
<0.1%
1541
1
<0.1%
1542
1
<0.1%
1546
1
<0.1%
LARGEST VALUES
73821
1
<0.1%
23470
1
<0.1%
23088
1
<0.1%
22322
1
<0.1%
22134
1
<0.1%
20959
1
<0.1%
19615
1
<0.1%
19579
1
<0.1%
19408
1
<0.1%
19091
1
<0.1%
18997
1
<0.1%
18349
1
<0.1%
17580
1
<0.1%
17464
1
<0.1%
17345
1
<0.1%
linha
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
destino
0.36
sum
-0.35
mean
-0.35
origem
0.34
flightid_
-0.34
mean_y
-0.32
sum_y
-0.32
mean_x
-0.25
sum_x
-0.25
dt_radar_lambda1
0.23
dt_radar_lambda2
0.19
flightlevel_std
0.17
dt_radar_lambda3
0.17
flightlevel_mean
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
30
15,167
5.3%
24
14,606
5.1%
25
6,550
2.3%
34
6,469
2.3%
7
6,401
2.2%
27
6,374
2.2%
31
6,342
2.2%
23
6,284
2.2%
8
5,439
1.9%
5
5,075
1.8%
75
4,936
1.7%
15
4,915
1.7%
22
4,837
1.7%
79
4,785
1.7%
33
4,719
1.6%
SMALLEST VALUES
0
3,862
1.3%
1
4,219
1.5%
2
4,466
1.6%
3
3,125
1.1%
4
333
0.1%
5
5,075
1.8%
6
3,672
1.3%
7
6,401
2.2%
8
5,439
1.9%
9
2,975
1.0%
10
2,722
1.0%
11
634
0.2%
12
2,624
0.9%
13
3,757
1.3%
14
3,050
1.1%
LARGEST VALUES
135
2
<0.1%
134
18
<0.1%
133
19
<0.1%
132
34
<0.1%
131
15
<0.1%
130
19
<0.1%
129
7
<0.1%
128
8
<0.1%
127
209
<0.1%
126
18
<0.1%
125
171
<0.1%
124
32
<0.1%
123
28
<0.1%
122
20
<0.1%
121
2
<0.1%
diaSemana
MISSING:
---
TOP CATEGORIES
4
44,229
15%
3
43,723
15%
0
43,264
15%
2
43,197
15%
1
42,391
15%
5
35,283
12%
6
33,993
12%
ALL
286,080
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
diaSemana
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
troca
0.01

THESE FEATURES
GIVE INFORMATION
ON diaSemana:
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
CORRELATION RATIO WITH...
sum_y
0.27
mean_y
0.26
trocareal
0.12
hora
0.09
esperas
0.08
troca_real_y
0.07
Ponto de Orvalhomean_y
0.05
Ponto de Orvalhomin_y
0.05
Ponto de Orvalhomax_y
0.05
Visibilidademin_x
0.05
Visibilidademean_x
0.05
troca_prev_sum_x
0.05
troca_prev_mean_x
0.05
Visibilidademax_x
0.04
hora
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
troca_prev_sum_x
0.54
troca_prev_mean_x
0.54
trocareal
0.39
Temperaturamean_y
0.34
Temperaturamin_y
0.34
Temperaturamax_y
0.34
Visibilidademean_y
0.34
Visibilidademin_y
0.34
Visibilidademax_y
0.34
Velocidade do Ventomax_x
0.24
Velocidade do Ventomean_x
0.24
Velocidade do Ventomin_x
0.24
Temperaturamax_x
0.23
troca_real_x
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.10
diaSemana
0.09
troca_prev_mean_y
0.09
troca_prev_sum_y
0.09
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
11
22,792
8.0%
9
21,438
7.5%
21
18,680
6.5%
12
18,228
6.4%
20
17,534
6.1%
18
17,478
6.1%
13
16,620
5.8%
0
16,289
5.7%
16
15,888
5.6%
15
15,818
5.5%
14
15,167
5.3%
19
14,133
4.9%
10
13,989
4.9%
22
13,346
4.7%
17
13,195
4.6%
SMALLEST VALUES
0
16,289
5.7%
1
11,079
3.9%
2
5,184
1.8%
3
1,597
0.6%
4
534
0.2%
5
875
0.3%
6
1,818
0.6%
7
2,705
0.9%
8
9,957
3.5%
9
21,438
7.5%
10
13,989
4.9%
11
22,792
8.0%
12
18,228
6.4%
13
16,620
5.8%
14
15,167
5.3%
LARGEST VALUES
23
1,736
0.6%
22
13,346
4.7%
21
18,680
6.5%
20
17,534
6.1%
19
14,133
4.9%
18
17,478
6.1%
17
13,195
4.6%
16
15,888
5.6%
15
15,818
5.5%
14
15,167
5.3%
13
16,620
5.8%
12
18,228
6.4%
11
22,792
8.0%
10
13,989
4.9%
9
21,438
7.5%
HoraDataDest
MISSING:
---
83
<1%
-
-
2023-05-04 10
81
<1%
-
-
2023-03-29 10
80
<1%
-
-
2023-04-04 10
80
<1%
-
-
2023-03-30 10
80
<1%
-
-
2023-03-14 23
79
<1%
-
-
2023-04-06 10
79
<1%
-
-
2023-03-27 10
79
<1%
-
-
2023-04-28 10
79
<1%
-
-
2023-04-20 14
79
<1%
-
-
2023-03-31 10
78
<1%
-
-
2023-03-13 23
78
<1%
-
-
2022-11-28 23
78
<1%
-
-
2023-04-14 10
78
<1%
-
-
2023-04-10 10
78
<1%
-
-
2023-04-27 14
77
<1%
-
-
2023-04-27 10
77
<1%
-
-
2023-04-01 10
77
<1%
-
-
2023-04-25 10
77
<1%
-
-
2023-04-03 10
77
<1%
-
-
2023-04-05 10
77
<1%
-
-
2023-04-05 14
76
<1%
-
-
2023-05-05 10
76
<1%
-
-
2022-11-04 10
75
<1%
-
-
2023-04-11 14
75
<1%
-
-
2022-11-07 23
75
<1%
-
-
2022-11-08 23
75
<1%
-
-
2023-02-03 23
75
<1%
-
-
2022-11-18 10
75
<1%
-
-
2023-05-09 10
75
<1%
-
-
2022-11-24 14
74
<1%
-
-
2023-04-26 10
74
<1%
-
-
2023-05-12 10
74
<1%
-
-
2022-12-09 23
74
<1%
-
-
2023-01-09 23
74
<1%
-
-
2023-01-05 23
74
<1%
-
-
2023-03-27 14
74
<1%
-
-
2023-02-17 14
74
<1%
-
-
2023-01-12 23
74
<1%
-
-
2022-11-11 10
74
<1%
-
-
2023-05-10 10
74
<1%
-
-
2023-05-09 14
74
<1%
-
-
2022-11-22 10
74
<1%
-
-
2023-04-17 10
74
<1%
-
-
2023-04-20 10
74
<1%
-
-
2022-11-09 23
74
<1%
-
-
2022-11-21 10
73
<1%
-
-
2022-11-25 10
73
<1%
-
-
2023-03-24 10
73
<1%
-
-
2023-05-11 23
73
<1%
-
-
2023-04-28 23
73
<1%
-
-
2023-04-06 14
73
<1%
-
-
2023-04-18 10
73
<1%
-
-
2023-04-24 10
73
<1%
-
-
2023-02-07 10
73
<1%
-
-
2023-03-31 14
73
<1%
-
-
2022-12-02 10
73
<1%
-
-
2022-10-25 22
73
<1%
-
-
2023-05-11 14
73
<1%
-
-
2023-04-19 23
73
<1%
-
-
2022-09-15 10
281,546
98%
-
-
(Other)
HoraData
MISSING:
---
92
<1%
-
-
2023-04-04 11
91
<1%
-
-
2022-12-19 11
89
<1%
-
-
2023-04-12 11
85
<1%
-
-
2023-03-30 11
85
<1%
-
-
2023-03-29 11
85
<1%
-
-
2023-04-17 11
84
<1%
-
-
2023-04-12 09
84
<1%
-
-
2023-05-08 11
83
<1%
-
-
2023-05-09 11
82
<1%
-
-
2022-09-15 09
82
<1%
-
-
2023-04-05 11
82
<1%
-
-
2023-04-10 12
81
<1%
-
-
2023-04-18 09
81
<1%
-
-
2023-04-06 11
81
<1%
-
-
2023-05-03 11
81
<1%
-
-
2023-04-07 11
80
<1%
-
-
2023-03-22 11
80
<1%
-
-
2022-11-30 09
80
<1%
-
-
2023-04-11 11
80
<1%
-
-
2023-04-27 11
79
<1%
-
-
2023-04-28 09
79
<1%
-
-
2022-11-25 09
79
<1%
-
-
2023-05-04 11
79
<1%
-
-
2023-03-02 11
79
<1%
-
-
2023-04-03 11
79
<1%
-
-
2023-04-11 09
78
<1%
-
-
2023-04-24 11
78
<1%
-
-
2023-04-14 09
78
<1%
-
-
2023-04-25 11
78
<1%
-
-
2023-03-01 11
78
<1%
-
-
2023-04-13 11
78
<1%
-
-
2023-05-13 09
78
<1%
-
-
2023-03-10 09
78
<1%
-
-
2022-12-22 11
78
<1%
-
-
2023-04-18 11
78
<1%
-
-
2022-11-10 09
77
<1%
-
-
2023-02-13 11
77
<1%
-
-
2022-12-23 11
77
<1%
-
-
2023-03-31 11
77
<1%
-
-
2023-02-28 11
77
<1%
-
-
2023-04-17 09
77
<1%
-
-
2023-04-10 09
77
<1%
-
-
2022-11-16 09
77
<1%
-
-
2023-03-10 11
77
<1%
-
-
2023-04-06 09
77
<1%
-
-
2023-01-04 11
76
<1%
-
-
2022-11-18 09
76
<1%
-
-
2023-03-29 09
76
<1%
-
-
2023-03-03 11
76
<1%
-
-
2023-03-27 11
76
<1%
-
-
2022-11-30 11
76
<1%
-
-
2023-03-31 09
76
<1%
-
-
2022-11-08 11
76
<1%
-
-
2022-12-02 09
76
<1%
-
-
2023-04-28 11
76
<1%
-
-
2023-04-14 11
76
<1%
-
-
2023-04-21 11
75
<1%
-
-
2022-12-14 11
75
<1%
-
-
2023-05-08 09
75
<1%
-
-
2023-04-26 11
281,327
98%
-
-
(Other)
esperas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãomean_y
-0.18
Pressãomin_y
-0.18
Pressãomax_y
-0.18
trocareal
0.15
Ponto de Orvalhomean_y
0.13
Ponto de Orvalhomin_y
0.13
Ponto de Orvalhomax_y
0.13
Pressãomax_x
-0.11
Temperaturamean_y
0.11
Temperaturamin_y
0.11
Temperaturamax_y
0.11
Ponto de Orvalhomax_x
0.11
Ponto de Orvalhomean_x
0.10
Ponto de Orvalhomin_x
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.10
diaSemana
0.08
troca_prev_mean_y
0.08
troca_prev_sum_y
0.08
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
161,830
56.6%
1.0
48,784
17.1%
2.0
26,013
9.1%
3.0
13,196
4.6%
4.0
9,842
3.4%
5.0
4,788
1.7%
6.0
4,448
1.6%
7.0
3,427
1.2%
8.0
2,232
0.8%
10.0
1,809
0.6%
9.0
1,759
0.6%
12.0
898
0.3%
11.0
895
0.3%
13.0
837
0.3%
15.0
624
0.2%
SMALLEST VALUES
0.0
161,830
56.6%
1.0
48,784
17.1%
2.0
26,013
9.1%
3.0
13,196
4.6%
4.0
9,842
3.4%
5.0
4,788
1.7%
6.0
4,448
1.6%
7.0
3,427
1.2%
8.0
2,232
0.8%
9.0
1,759
0.6%
10.0
1,809
0.6%
11.0
895
0.3%
12.0
898
0.3%
13.0
837
0.3%
14.0
437
0.2%
LARGEST VALUES
82.0
49
<0.1%
75.0
43
<0.1%
64.0
51
<0.1%
56.0
7
<0.1%
55.0
98
<0.1%
50.0
37
<0.1%
46.0
40
<0.1%
44.0
48
<0.1%
40.0
47
<0.1%
39.0
58
<0.1%
38.0
2
<0.1%
37.0
32
<0.1%
36.0
54
<0.1%
35.0
42
<0.1%
34.0
60
<0.1%
mean_x
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sum_x
1.00
sum
0.72
mean
0.72
mean_y
0.67
sum_y
0.67
flightid_
0.41
destino
-0.26
origem
-0.26
flightlevel_max
-0.26
flightlevel_std
-0.25
linha
-0.25
flightlevel_mean
-0.24
dt_radar_lambda3
-0.24
dt_radar_lambda
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
troca
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
21,362
7.5%
0.0030864197530864
14,043
4.9%
0.0092592592592592
9,682
3.4%
0.0339506172839506
8,100
2.8%
0.0679012345679012
7,962
2.8%
0.0061728395061728
7,938
2.8%
0.0216049382716049
7,827
2.7%
0.0123456790123456
7,406
2.6%
0.0586419753086419
7,221
2.5%
0.2407407407407407
7,088
2.5%
0.015432098765432
7,019
2.5%
0.0771604938271604
6,047
2.1%
0.074074074074074
5,070
1.8%
0.6234567901234568
5,011
1.8%
0.9876543209876544
5,004
1.7%
SMALLEST VALUES
0.0
21,362
7.5%
0.0030864197530864
14,043
4.9%
0.0061728395061728
7,938
2.8%
0.0092592592592592
9,682
3.4%
0.0123456790123456
7,406
2.6%
0.015432098765432
7,019
2.5%
0.0185185185185185
4,476
1.6%
0.0216049382716049
7,827
2.7%
0.0246913580246913
1,241
0.4%
0.0277777777777777
3,317
1.2%
0.0308641975308641
1,634
0.6%
0.0339506172839506
8,100
2.8%
0.037037037037037
3,803
1.3%
0.0401234567901234
2,018
0.7%
0.0432098765432098
599
0.2%
LARGEST VALUES
1.3302469135802468
3,319
1.2%
1.0185185185185186
815
0.3%
0.9876543209876544
5,004
1.7%
0.8641975308641975
3,051
1.1%
0.8240740740740741
3,142
1.1%
0.7654320987654321
1,443
0.5%
0.7438271604938271
3,029
1.1%
0.6944444444444444
605
0.2%
0.6882716049382716
3,593
1.3%
0.6574074074074074
645
0.2%
0.654320987654321
2,835
1.0%
0.6450617283950617
298
0.1%
0.6419753086419753
3,102
1.1%
0.6234567901234568
5,011
1.8%
0.5833333333333334
3,057
1.1%
sum_x
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_x
1.00
sum
0.72
mean
0.72
mean_y
0.67
sum_y
0.67
flightid_
0.41
destino
-0.26
origem
-0.26
flightlevel_max
-0.26
flightlevel_std
-0.25
linha
-0.25
flightlevel_mean
-0.24
dt_radar_lambda3
-0.24
dt_radar_lambda
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
troca
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0
21,362
7.5%
1
14,043
4.9%
3
9,682
3.4%
11
8,100
2.8%
22
7,962
2.8%
2
7,938
2.8%
7
7,827
2.7%
4
7,406
2.6%
19
7,221
2.5%
78
7,088
2.5%
5
7,019
2.5%
25
6,047
2.1%
24
5,070
1.8%
202
5,011
1.8%
320
5,004
1.7%
SMALLEST VALUES
0
21,362
7.5%
1
14,043
4.9%
2
7,938
2.8%
3
9,682
3.4%
4
7,406
2.6%
5
7,019
2.5%
6
4,476
1.6%
7
7,827
2.7%
8
1,241
0.4%
9
3,317
1.2%
10
1,634
0.6%
11
8,100
2.8%
12
3,803
1.3%
13
2,018
0.7%
14
599
0.2%
LARGEST VALUES
431
3,319
1.2%
330
815
0.3%
320
5,004
1.7%
280
3,051
1.1%
267
3,142
1.1%
248
1,443
0.5%
241
3,029
1.1%
225
605
0.2%
223
3,593
1.3%
213
645
0.2%
212
2,835
1.0%
209
298
0.1%
208
3,102
1.1%
202
5,011
1.8%
189
3,057
1.1%
mean_y
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sum_y
1.00
sum
0.93
mean
0.93
sum_x
0.67
mean_x
0.67
flightid_
0.47
origem
-0.42
destino
-0.33
linha
-0.32
flightlevel_max
-0.31
flightlevel_std
-0.29
dt_radar_lambda3
-0.28
flightlevel_mean
-0.28
dt_radar_lambda
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.26
troca_prev_mean_y
0.26
troca_prev_sum_y
0.26
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0221631205673758
8,094
2.8%
0.4867021276595745
7,887
2.8%
0.4804964539007092
7,834
2.7%
0.5009057971014492
7,726
2.7%
0.3994565217391304
7,723
2.7%
0.5045289855072463
7,572
2.6%
0.0126811594202898
6,498
2.3%
0.2872340425531915
6,407
2.2%
0.1965579710144927
6,400
2.2%
0.3652482269503546
6,384
2.2%
0.2128623188405797
6,340
2.2%
0.0190217391304347
6,239
2.2%
0.4202898550724637
6,182
2.2%
0.0117753623188405
5,935
2.1%
0.1829710144927536
5,772
2.0%
SMALLEST VALUES
0.0036231884057971
1,891
0.7%
0.0045289855072463
3,317
1.2%
0.0054347826086956
1,345
0.5%
0.0062056737588652
2,306
0.8%
0.0063405797101449
2,568
0.9%
0.0072463768115942
2,378
0.8%
0.0081521739130434
2,140
0.7%
0.0090579710144927
3,964
1.4%
0.009963768115942
5,732
2.0%
0.0106382978723404
980
0.3%
0.0108695652173913
3,167
1.1%
0.0115248226950354
3,161
1.1%
0.0117753623188405
5,935
2.1%
0.0126811594202898
6,498
2.3%
0.0144927536231884
2,138
0.7%
LARGEST VALUES
0.5045289855072463
7,572
2.6%
0.5009057971014492
7,726
2.7%
0.4867021276595745
7,887
2.8%
0.4804964539007092
7,834
2.7%
0.4202898550724637
6,182
2.2%
0.3994565217391304
7,723
2.7%
0.3822463768115942
5,758
2.0%
0.3652482269503546
6,384
2.2%
0.3297101449275362
4,987
1.7%
0.3076241134751773
5,182
1.8%
0.2872340425531915
6,407
2.2%
0.274822695035461
5,154
1.8%
0.2703900709219858
3,302
1.2%
0.2545289855072464
5,105
1.8%
0.2418478260869565
5,026
1.8%
sum_y
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean_y
1.00
sum
0.93
mean
0.93
sum_x
0.67
mean_x
0.67
flightid_
0.47
origem
-0.42
destino
-0.33
linha
-0.32
flightlevel_max
-0.30
flightlevel_std
-0.29
dt_radar_lambda3
-0.28
flightlevel_mean
-0.28
dt_radar_lambda
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.27
troca_prev_mean_y
0.27
troca_prev_sum_y
0.27
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
25
10,146
3.5%
13
9,096
3.2%
199
7,957
2.8%
549
7,887
2.8%
21
7,877
2.8%
542
7,834
2.7%
553
7,726
2.7%
441
7,723
2.7%
17
7,588
2.7%
557
7,572
2.6%
14
6,498
2.3%
324
6,407
2.2%
217
6,400
2.2%
412
6,384
2.2%
235
6,340
2.2%
SMALLEST VALUES
4
1,891
0.7%
5
3,317
1.2%
6
1,345
0.5%
7
4,874
1.7%
8
2,378
0.8%
9
2,140
0.7%
10
3,964
1.4%
11
5,732
2.0%
12
4,147
1.4%
13
9,096
3.2%
14
6,498
2.3%
16
2,138
0.7%
17
7,588
2.7%
18
896
0.3%
21
7,877
2.8%
LARGEST VALUES
557
7,572
2.6%
553
7,726
2.7%
549
7,887
2.8%
542
7,834
2.7%
464
6,182
2.2%
441
7,723
2.7%
422
5,758
2.0%
412
6,384
2.2%
364
4,987
1.7%
347
5,182
1.8%
324
6,407
2.2%
310
5,154
1.8%
305
3,302
1.2%
281
5,105
1.8%
267
5,026
1.8%
mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sum
1.00
mean_y
0.93
sum_y
0.93
sum_x
0.72
mean_x
0.72
flightid_
0.50
origem
-0.46
destino
-0.35
linha
-0.35
flightlevel_max
-0.32
flightlevel_std
-0.31
dt_radar_lambda3
-0.30
flightlevel_mean
-0.29
dt_radar_lambda
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.4200102880658436
50,272
17.6%
0.2568158436213992
41,078
14.4%
0.2554012345679012
34,377
12.0%
0.0244341563786008
26,130
9.1%
0.1504629629629629
26,124
9.1%
0.0189043209876543
21,229
7.4%
0.1918724279835391
21,073
7.4%
0.0378086419753086
17,231
6.0%
0.0190329218106995
16,289
5.7%
0.0092592592592592
14,888
5.2%
0.0159465020576131
11,100
3.9%
0.0128600823045267
6,289
2.2%
SMALLEST VALUES
0.0092592592592592
14,888
5.2%
0.0128600823045267
6,289
2.2%
0.0159465020576131
11,100
3.9%
0.0189043209876543
21,229
7.4%
0.0190329218106995
16,289
5.7%
0.0244341563786008
26,130
9.1%
0.0378086419753086
17,231
6.0%
0.1504629629629629
26,124
9.1%
0.1918724279835391
21,073
7.4%
0.2554012345679012
34,377
12.0%
0.2568158436213992
41,078
14.4%
0.4200102880658436
50,272
17.6%
LARGEST VALUES
0.4200102880658436
50,272
17.6%
0.2568158436213992
41,078
14.4%
0.2554012345679012
34,377
12.0%
0.1918724279835391
21,073
7.4%
0.1504629629629629
26,124
9.1%
0.0378086419753086
17,231
6.0%
0.0244341563786008
26,130
9.1%
0.0190329218106995
16,289
5.7%
0.0189043209876543
21,229
7.4%
0.0159465020576131
11,100
3.9%
0.0128600823045267
6,289
2.2%
0.0092592592592592
14,888
5.2%
sum
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mean
1.00
mean_y
0.93
sum_y
0.93
mean_x
0.72
sum_x
0.72
flightid_
0.50
origem
-0.46
destino
-0.35
linha
-0.35
flightlevel_max
-0.32
flightlevel_std
-0.31
dt_radar_lambda3
-0.30
flightlevel_mean
-0.29
dt_radar_lambda
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
3266
50,272
17.6%
1997
41,078
14.4%
1986
34,377
12.0%
190
26,130
9.1%
1170
26,124
9.1%
147
21,229
7.4%
1492
21,073
7.4%
294
17,231
6.0%
148
16,289
5.7%
72
14,888
5.2%
124
11,100
3.9%
100
6,289
2.2%
SMALLEST VALUES
72
14,888
5.2%
100
6,289
2.2%
124
11,100
3.9%
147
21,229
7.4%
148
16,289
5.7%
190
26,130
9.1%
294
17,231
6.0%
1170
26,124
9.1%
1492
21,073
7.4%
1986
34,377
12.0%
1997
41,078
14.4%
3266
50,272
17.6%
LARGEST VALUES
3266
50,272
17.6%
1997
41,078
14.4%
1986
34,377
12.0%
1492
21,073
7.4%
1170
26,124
9.1%
294
17,231
6.0%
190
26,130
9.1%
148
16,289
5.7%
147
21,229
7.4%
124
11,100
3.9%
100
6,289
2.2%
72
14,888
5.2%
Temperaturamean_x
MISSING:
30,348
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Temperaturamin_x
1.00
Temperaturamax_x
1.00
Temperaturamean_y
0.90
Temperaturamin_y
0.90
Temperaturamax_y
0.90
Ponto de Orvalhomin_x
0.55
Ponto de Orvalhomean_x
0.55
Ponto de Orvalhomax_x
0.55
Pressãomax_x
-0.48
Pressãomean_y
-0.47
Pressãomin_y
-0.47
Pressãomax_y
-0.47
Visibilidademean_y
0.43
Visibilidademin_y
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.23
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
21.0
18,664
7.3%
25.0
18,587
7.3%
22.0
18,258
7.1%
26.0
18,216
7.1%
24.0
18,084
7.1%
23.0
17,952
7.0%
27.0
17,871
7.0%
20.0
17,835
7.0%
28.0
15,584
6.1%
19.0
14,019
5.5%
29.0
11,552
4.5%
18.0
10,432
4.1%
17.0
9,743
3.8%
16.0
8,536
3.3%
30.0
6,938
2.7%
SMALLEST VALUES
1.0
3
<0.1%
2.0
15
<0.1%
3.0
12
<0.1%
4.0
27
<0.1%
4.5
1
<0.1%
5.0
49
<0.1%
6.0
88
<0.1%
7.0
152
<0.1%
7.5
18
<0.1%
8.0
303
0.1%
9.0
488
0.2%
9.333333333333334
2
<0.1%
9.5
13
<0.1%
10.0
1,041
0.4%
10.333333333333334
10
<0.1%
LARGEST VALUES
38.0
4
<0.1%
37.0
20
<0.1%
36.0
49
<0.1%
35.0
113
<0.1%
34.5
3
<0.1%
34.0
275
0.1%
33.0
636
0.2%
32.666666666666664
5
<0.1%
32.5
2
<0.1%
32.0
1,154
0.5%
31.75
5
<0.1%
31.666666666666668
4
<0.1%
31.5
22
<0.1%
31.0
2,845
1.1%
30.75
4
<0.1%
Temperaturamin_x
MISSING:
30,348
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Temperaturamean_x
1.00
Temperaturamax_x
1.00
Temperaturamean_y
0.90
Temperaturamin_y
0.90
Temperaturamax_y
0.90
Ponto de Orvalhomin_x
0.55
Ponto de Orvalhomean_x
0.55
Ponto de Orvalhomax_x
0.55
Pressãomax_x
-0.47
Pressãomean_y
-0.47
Pressãomin_y
-0.47
Pressãomax_y
-0.47
Visibilidademean_y
0.43
Visibilidademin_y
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.23
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
21.0
19,196
7.5%
25.0
18,870
7.4%
22.0
18,739
7.3%
20.0
18,674
7.3%
26.0
18,492
7.2%
24.0
18,472
7.2%
23.0
18,380
7.2%
27.0
17,987
7.0%
28.0
15,644
6.1%
19.0
14,626
5.7%
29.0
11,627
4.5%
18.0
10,934
4.3%
17.0
10,063
3.9%
16.0
8,793
3.4%
30.0
6,906
2.7%
SMALLEST VALUES
0.0
4
<0.1%
1.0
3
<0.1%
2.0
15
<0.1%
3.0
12
<0.1%
4.0
31
<0.1%
5.0
49
<0.1%
6.0
97
<0.1%
7.0
162
<0.1%
8.0
306
0.1%
9.0
507
0.2%
10.0
1,083
0.4%
11.0
2,086
0.8%
12.0
3,042
1.2%
13.0
4,154
1.6%
14.0
5,424
2.1%
LARGEST VALUES
38.0
4
<0.1%
37.0
20
<0.1%
36.0
49
<0.1%
35.0
113
<0.1%
34.0
273
0.1%
33.0
616
0.2%
32.0
1,168
0.5%
31.0
2,861
1.1%
30.0
6,906
2.7%
29.0
11,627
4.5%
28.0
15,644
6.1%
27.0
17,987
7.0%
26.0
18,492
7.2%
25.0
18,870
7.4%
24.0
18,472
7.2%
Temperaturamax_x
MISSING:
30,348
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Temperaturamean_x
1.00
Temperaturamin_x
1.00
Temperaturamean_y
0.90
Temperaturamin_y
0.90
Temperaturamax_y
0.90
Ponto de Orvalhomean_x
0.55
Ponto de Orvalhomax_x
0.55
Ponto de Orvalhomin_x
0.55
Pressãomax_x
-0.48
Pressãomean_y
-0.48
Pressãomin_y
-0.48
Pressãomax_y
-0.48
Visibilidademean_y
0.44
Visibilidademin_y
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.23
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
21.0
19,285
7.5%
25.0
18,961
7.4%
22.0
18,661
7.3%
26.0
18,577
7.3%
24.0
18,539
7.2%
27.0
18,356
7.2%
23.0
18,337
7.2%
20.0
18,321
7.2%
28.0
15,880
6.2%
19.0
14,405
5.6%
29.0
11,759
4.6%
18.0
10,734
4.2%
17.0
9,931
3.9%
16.0
8,685
3.4%
30.0
7,030
2.7%
SMALLEST VALUES
1.0
3
<0.1%
2.0
15
<0.1%
3.0
12
<0.1%
4.0
27
<0.1%
5.0
47
<0.1%
6.0
88
<0.1%
7.0
143
<0.1%
8.0
329
0.1%
9.0
485
0.2%
10.0
1,052
0.4%
11.0
2,080
0.8%
12.0
2,980
1.2%
13.0
4,056
1.6%
14.0
5,452
2.1%
15.0
6,250
2.4%
LARGEST VALUES
38.0
9
<0.1%
37.0
20
<0.1%
36.0
56
<0.1%
35.0
134
<0.1%
34.0
289
0.1%
33.0
644
0.3%
32.0
1,199
0.5%
31.0
2,901
1.1%
30.0
7,030
2.7%
29.0
11,759
4.6%
28.0
15,880
6.2%
27.0
18,356
7.2%
26.0
18,577
7.3%
25.0
18,961
7.4%
24.0
18,539
7.2%
Temperaturastd_x
MISSING:
268,926
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhostd_x
0.53
Velocidade do Ventostd_x
0.45
Velocidade do Ventomax_x
0.36
Visibilidadestd_x
0.30
Temperaturamean_y
0.30
Temperaturamin_y
0.30
Temperaturamax_y
0.30
Temperaturamax_x
0.29
Direção do Ventostd_x
0.26
Pressãomean_x
-0.26
Pressãomin_x
-0.25
Velocidade do Ventomean_x
0.24
Pressãostd_x
0.24
troca_prev_mean_x
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.03
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
9,634
56.2%
0.7071067811865476
3,861
22.5%
1.4142135623730951
1,059
6.2%
0.5773502691896255
430
2.5%
2.1213203435596424
411
2.4%
0.5773502691896263
271
1.6%
2.8284271247461903
242
1.4%
1.0
163
1.0%
0.5773502691896257
110
0.6%
1.5275252316519463
90
0.5%
1.1547005383792517
90
0.5%
3.5355339059327378
49
0.3%
1.7320508075688772
48
0.3%
1.154700538379251
48
0.3%
0.5773502691896258
39
0.2%
SMALLEST VALUES
0.0
9,634
56.2%
0.4999999999999996
8
<0.1%
0.5
25
0.1%
0.516397779494322
9
<0.1%
0.5163977794943221
10
<0.1%
0.5163977794943226
7
<0.1%
0.5773502691896255
430
2.5%
0.5773502691896257
110
0.6%
0.5773502691896258
39
0.2%
0.5773502691896263
271
1.6%
0.7071067811865476
3,861
22.5%
0.8164965809277257
2
<0.1%
0.816496580927726
4
<0.1%
0.8944271909999157
2
<0.1%
0.9574271077563382
8
<0.1%
LARGEST VALUES
18.384776310850235
4
<0.1%
7.7781745930520225
2
<0.1%
5.974947698515862
2
<0.1%
5.686240703077327
7
<0.1%
5.656854249492381
7
<0.1%
5.507570547286103
5
<0.1%
5.377421934967226
3
<0.1%
5.033222956847166
3
<0.1%
4.949747468305833
10
<0.1%
4.932882862316247
4
<0.1%
4.725815626252608
5
<0.1%
4.618802153517007
2
<0.1%
4.58257569495584
4
<0.1%
4.358898943540674
4
<0.1%
4.242640687119285
30
0.2%
Ponto de Orvalhomean_x
MISSING:
30,645
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhomax_x
1.00
Ponto de Orvalhomin_x
1.00
Ponto de Orvalhomean_y
0.89
Ponto de Orvalhomin_y
0.89
Ponto de Orvalhomax_y
0.89
Temperaturamax_x
0.55
Temperaturamean_x
0.55
Temperaturamin_x
0.55
Pressãomax_x
-0.51
Pressãomean_x
-0.45
Pressãomean_y
-0.42
Pressãomin_y
-0.42
Pressãomax_y
-0.42
Temperaturamean_y
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
18.0
25,464
10.0%
19.0
23,887
9.4%
17.0
22,962
9.0%
16.0
18,634
7.3%
20.0
18,248
7.1%
15.0
15,997
6.3%
22.0
15,963
6.2%
21.0
14,382
5.6%
23.0
13,682
5.4%
14.0
12,704
5.0%
13.0
11,588
4.5%
12.0
10,357
4.1%
11.0
10,115
4.0%
10.0
9,365
3.7%
24.0
7,008
2.7%
SMALLEST VALUES
-7.0
4
<0.1%
-6.0
2
<0.1%
-5.0
7
<0.1%
-4.0
6
<0.1%
-3.0
23
<0.1%
-2.0
31
<0.1%
-1.5
2
<0.1%
-1.0
42
<0.1%
0.0
68
<0.1%
1.0
153
<0.1%
2.0
184
<0.1%
2.5
3
<0.1%
3.0
395
0.2%
4.0
619
0.2%
4.5
4
<0.1%
LARGEST VALUES
27.0
6
<0.1%
26.0
95
<0.1%
25.5
20
<0.1%
25.33333333333333
1
<0.1%
25.0
1,356
0.5%
24.5
68
<0.1%
24.33333333333333
7
<0.1%
24.0
7,008
2.7%
23.666666666666668
13
<0.1%
23.5
196
<0.1%
23.33333333333333
39
<0.1%
23.25
15
<0.1%
23.0
13,682
5.4%
22.666666666666668
61
<0.1%
22.5
251
<0.1%
Ponto de Orvalhomin_x
MISSING:
30,645
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhomean_x
1.00
Ponto de Orvalhomax_x
1.00
Ponto de Orvalhomean_y
0.89
Ponto de Orvalhomin_y
0.89
Ponto de Orvalhomax_y
0.89
Temperaturamax_x
0.55
Temperaturamean_x
0.55
Temperaturamin_x
0.55
Pressãomax_x
-0.51
Pressãomean_x
-0.44
Pressãomean_y
-0.41
Pressãomin_y
-0.41
Pressãomax_y
-0.41
Temperaturamean_y
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
18.0
26,284
10.3%
19.0
24,379
9.5%
17.0
23,612
9.2%
16.0
19,076
7.5%
20.0
18,605
7.3%
22.0
16,327
6.4%
15.0
16,271
6.4%
21.0
14,677
5.7%
23.0
13,928
5.5%
14.0
12,980
5.1%
13.0
11,831
4.6%
12.0
10,519
4.1%
11.0
10,197
4.0%
10.0
9,437
3.7%
24.0
7,053
2.8%
SMALLEST VALUES
-7.0
4
<0.1%
-6.0
2
<0.1%
-5.0
7
<0.1%
-4.0
6
<0.1%
-3.0
23
<0.1%
-2.0
33
<0.1%
-1.0
42
<0.1%
0.0
72
<0.1%
1.0
153
<0.1%
2.0
187
<0.1%
3.0
395
0.2%
4.0
623
0.2%
5.0
1,015
0.4%
6.0
1,828
0.7%
7.0
2,809
1.1%
LARGEST VALUES
27.0
6
<0.1%
26.0
95
<0.1%
25.0
1,377
0.5%
24.0
7,053
2.8%
23.0
13,928
5.5%
22.0
16,327
6.4%
21.0
14,677
5.7%
20.0
18,605
7.3%
19.0
24,379
9.5%
18.0
26,284
10.3%
17.0
23,612
9.2%
16.0
19,076
7.5%
15.0
16,271
6.4%
14.0
12,980
5.1%
13.0
11,831
4.6%
Ponto de Orvalhomax_x
MISSING:
30,645
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhomean_x
1.00
Ponto de Orvalhomin_x
1.00
Ponto de Orvalhomean_y
0.89
Ponto de Orvalhomin_y
0.89
Ponto de Orvalhomax_y
0.89
Temperaturamax_x
0.55
Temperaturamean_x
0.55
Temperaturamin_x
0.55
Pressãomax_x
-0.51
Pressãomean_x
-0.45
Pressãomean_y
-0.42
Pressãomin_y
-0.42
Pressãomax_y
-0.42
Temperaturamean_y
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
18.0
26,055
10.2%
19.0
24,661
9.7%
17.0
23,346
9.1%
20.0
18,901
7.4%
16.0
18,855
7.4%
22.0
16,270
6.4%
15.0
16,230
6.4%
21.0
14,820
5.8%
23.0
14,047
5.5%
14.0
12,909
5.1%
13.0
11,745
4.6%
12.0
10,426
4.1%
11.0
10,158
4.0%
10.0
9,428
3.7%
24.0
7,312
2.9%
SMALLEST VALUES
-7.0
4
<0.1%
-6.0
2
<0.1%
-5.0
7
<0.1%
-4.0
6
<0.1%
-3.0
23
<0.1%
-2.0
31
<0.1%
-1.0
44
<0.1%
0.0
68
<0.1%
1.0
153
<0.1%
2.0
184
<0.1%
3.0
398
0.2%
4.0
619
0.2%
5.0
1,006
0.4%
6.0
1,816
0.7%
7.0
2,780
1.1%
LARGEST VALUES
27.0
6
<0.1%
26.0
116
<0.1%
25.0
1,463
0.6%
24.0
7,312
2.9%
23.0
14,047
5.5%
22.0
16,270
6.4%
21.0
14,820
5.8%
20.0
18,901
7.4%
19.0
24,661
9.7%
18.0
26,055
10.2%
17.0
23,346
9.1%
16.0
18,855
7.4%
15.0
16,230
6.4%
14.0
12,909
5.1%
13.0
11,745
4.6%
Ponto de Orvalhostd_x
MISSING:
268,947
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Temperaturastd_x
0.53
Velocidade do Ventostd_x
0.33
Pressãomin_x
-0.30
Pressãomean_x
-0.30
Pressãostd_x
0.29
Direção do Ventostd_x
0.24
Velocidade do Ventomax_x
0.22
Temperaturamean_y
0.20
Temperaturamin_y
0.20
Temperaturamax_y
0.20
Temperaturamax_x
0.17
Visibilidadestd_x
0.17
troca_prev_mean_x
0.16
troca_prev_sum_x
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.02
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
11,426
66.7%
0.7071067811865476
3,514
20.5%
0.5773502691896255
583
3.4%
1.4142135623730951
406
2.4%
0.5773502691896263
219
1.3%
1.0
169
1.0%
2.1213203435596424
134
0.8%
0.5773502691896258
92
0.5%
0.5773502691896257
87
0.5%
1.1547005383792517
81
0.5%
2.8284271247461903
41
0.2%
0.4999999999999996
39
0.2%
1.154700538379251
35
0.2%
1.5275252316519463
27
0.2%
1.7320508075688772
26
0.2%
SMALLEST VALUES
0.0
11,426
66.7%
0.4082482904638627
1
<0.1%
0.4472135954999576
4
<0.1%
0.4999999999999996
39
0.2%
0.5
9
<0.1%
0.5000000000000002
25
0.1%
0.516397779494322
9
<0.1%
0.5163977794943221
10
<0.1%
0.5163977794943226
9
<0.1%
0.5773502691896255
583
3.4%
0.5773502691896257
87
0.5%
0.5773502691896258
92
0.5%
0.5773502691896263
219
1.3%
0.7071067811865476
3,514
20.5%
0.8164965809277257
5
<0.1%
LARGEST VALUES
14.849242404917495
4
<0.1%
7.071067811865476
2
<0.1%
5.656854249492381
9
<0.1%
4.949747468305833
4
<0.1%
4.242640687119285
8
<0.1%
3.5355339059327378
9
<0.1%
3.214550253664318
3
<0.1%
2.886751345948129
11
<0.1%
2.8284271247461903
41
0.2%
2.6457513110645907
4
<0.1%
2.309401076758503
10
<0.1%
2.1213203435596424
134
0.8%
2.081665999466133
18
0.1%
2.081665999466132
5
<0.1%
1.8257418583505536
3
<0.1%
Velocidade do Ventomean_x
MISSING:
30,307
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Velocidade do Ventomax_x
0.99
Velocidade do Ventomin_x
0.99
Velocidade do Ventomean_y
0.51
Velocidade do Ventomin_y
0.51
Velocidade do Ventomax_y
0.51
troca_prev_mean_x
0.30
troca_prev_sum_x
0.30
Velocidade do Ventostd_x
0.27
Temperaturastd_x
0.24
hora
0.24
trocareal
0.21
Temperaturamax_x
0.20
Temperaturamean_x
0.20
Temperaturamin_x
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.09
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
5.0
27,303
10.7%
6.0
26,584
10.4%
7.0
24,707
9.7%
4.0
24,468
9.6%
8.0
22,630
8.8%
9.0
20,026
7.8%
3.0
19,485
7.6%
10.0
17,282
6.8%
2.0
14,698
5.7%
11.0
13,453
5.3%
12.0
10,599
4.1%
13.0
7,508
2.9%
14.0
5,225
2.0%
1.0
4,001
1.6%
15.0
3,334
1.3%
SMALLEST VALUES
0.0
2,654
1.0%
0.5
15
<0.1%
0.6666666666666666
4
<0.1%
1.0
4,001
1.6%
1.3333333333333333
15
<0.1%
1.5
103
<0.1%
1.6666666666666667
7
<0.1%
2.0
14,698
5.7%
2.333333333333333
52
<0.1%
2.5
267
0.1%
2.6666666666666665
38
<0.1%
2.75
6
<0.1%
3.0
19,485
7.6%
3.333333333333333
33
<0.1%
3.5
450
0.2%
LARGEST VALUES
27.0
10
<0.1%
26.0
1
<0.1%
25.0
2
<0.1%
24.0
39
<0.1%
23.5
1
<0.1%
23.0
57
<0.1%
22.5
1
<0.1%
22.33333333333333
2
<0.1%
22.0
165
<0.1%
21.5
5
<0.1%
21.0
159
<0.1%
20.5
5
<0.1%
20.25
4
<0.1%
20.0
248
<0.1%
19.666666666666668
1
<0.1%
Velocidade do Ventomin_x
MISSING:
30,307
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Velocidade do Ventomean_x
0.99
Velocidade do Ventomax_x
0.97
Velocidade do Ventomean_y
0.51
Velocidade do Ventomin_y
0.51
Velocidade do Ventomax_y
0.51
troca_prev_mean_x
0.30
troca_prev_sum_x
0.30
Direção do Ventostd_x
-0.26
hora
0.24
trocareal
0.20
Temperaturamean_x
0.20
Temperaturamax_x
0.20
Temperaturamin_x
0.20
Visibilidademean_y
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.09
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
5.0
28,515
11.1%
6.0
27,240
10.7%
4.0
25,526
10.0%
7.0
25,096
9.8%
8.0
23,250
9.1%
9.0
20,446
8.0%
3.0
20,355
8.0%
10.0
17,464
6.8%
2.0
15,488
6.1%
11.0
13,583
5.3%
12.0
10,625
4.2%
13.0
7,618
3.0%
14.0
5,297
2.1%
1.0
4,218
1.6%
15.0
3,349
1.3%
SMALLEST VALUES
0.0
2,799
1.1%
1.0
4,218
1.6%
2.0
15,488
6.1%
3.0
20,355
8.0%
4.0
25,526
10.0%
5.0
28,515
11.1%
6.0
27,240
10.7%
7.0
25,096
9.8%
8.0
23,250
9.1%
9.0
20,446
8.0%
10.0
17,464
6.8%
11.0
13,583
5.3%
12.0
10,625
4.2%
13.0
7,618
3.0%
14.0
5,297
2.1%
LARGEST VALUES
27.0
10
<0.1%
26.0
1
<0.1%
25.0
1
<0.1%
24.0
36
<0.1%
23.0
58
<0.1%
22.0
157
<0.1%
21.0
167
<0.1%
20.0
248
<0.1%
19.0
461
0.2%
18.0
797
0.3%
17.0
1,143
0.4%
16.0
1,825
0.7%
15.0
3,349
1.3%
14.0
5,297
2.1%
13.0
7,618
3.0%
Velocidade do Ventomax_x
MISSING:
30,307
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Velocidade do Ventomean_x
0.99
Velocidade do Ventomin_x
0.97
Velocidade do Ventostd_x
0.55
Velocidade do Ventomean_y
0.50
Velocidade do Ventomin_y
0.50
Velocidade do Ventomax_y
0.50
Temperaturastd_x
0.36
troca_prev_sum_x
0.30
troca_prev_mean_x
0.30
hora
0.24
Ponto de Orvalhostd_x
0.22
trocareal
0.21
Temperaturamax_x
0.20
Temperaturamean_x
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.09
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
5.0
27,838
10.9%
6.0
27,098
10.6%
7.0
25,265
9.9%
4.0
24,757
9.7%
8.0
23,213
9.1%
9.0
20,462
8.0%
3.0
19,673
7.7%
10.0
17,905
7.0%
2.0
14,768
5.8%
11.0
13,900
5.4%
12.0
11,062
4.3%
13.0
7,950
3.1%
14.0
5,641
2.2%
1.0
3,969
1.6%
15.0
3,665
1.4%
SMALLEST VALUES
0.0
2,654
1.0%
1.0
3,969
1.6%
2.0
14,768
5.8%
3.0
19,673
7.7%
4.0
24,757
9.7%
5.0
27,838
10.9%
6.0
27,098
10.6%
7.0
25,265
9.9%
8.0
23,213
9.1%
9.0
20,462
8.0%
10.0
17,905
7.0%
11.0
13,900
5.4%
12.0
11,062
4.3%
13.0
7,950
3.1%
14.0
5,641
2.2%
LARGEST VALUES
35.0
1
<0.1%
30.0
5
<0.1%
28.0
2
<0.1%
27.0
23
<0.1%
26.0
5
<0.1%
25.0
37
<0.1%
24.0
58
<0.1%
23.0
83
<0.1%
22.0
212
<0.1%
21.0
234
<0.1%
20.0
378
0.1%
19.0
599
0.2%
18.0
932
0.4%
17.0
1,322
0.5%
16.0
2,062
0.8%
Velocidade do Ventostd_x
MISSING:
268,926
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Velocidade do Ventomax_x
0.55
Temperaturastd_x
0.45
Direção do Ventostd_x
0.33
Ponto de Orvalhostd_x
0.33
Visibilidadestd_x
0.29
Temperaturamean_y
0.28
Temperaturamin_y
0.28
Temperaturamax_y
0.28
Velocidade do Ventomean_x
0.27
Visibilidademin_x
-0.23
Ponto de Orvalhomax_x
0.23
Ponto de Orvalhomean_y
0.20
Ponto de Orvalhomin_y
0.20
Ponto de Orvalhomax_y
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.03
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
6,028
35.1%
0.7071067811865476
3,283
19.1%
1.4142135623730951
2,133
12.4%
2.1213203435596424
1,173
6.8%
2.8284271247461903
672
3.9%
3.5355339059327378
403
2.3%
4.242640687119285
320
1.9%
4.949747468305833
257
1.5%
1.1547005383792517
222
1.3%
0.5773502691896257
196
1.1%
1.0
187
1.1%
0.5773502691896258
140
0.8%
5.656854249492381
138
0.8%
1.5275252316519463
113
0.7%
6.363961030678928
104
0.6%
SMALLEST VALUES
0.0
6,028
35.1%
0.5
3
<0.1%
0.5163977794943223
3
<0.1%
0.5773502691896255
23
0.1%
0.5773502691896257
196
1.1%
0.5773502691896258
140
0.8%
0.7071067811865476
3,283
19.1%
0.816496580927726
2
<0.1%
0.8164965809277263
8
<0.1%
0.8944271909999159
4
<0.1%
0.957427107756338
11
<0.1%
0.9574271077563382
14
<0.1%
1.0
187
1.1%
1.1547005383792517
222
1.3%
1.1952286093343936
8
<0.1%
LARGEST VALUES
15.307950004273378
1
<0.1%
14.142135623730953
3
<0.1%
12.727922061357855
18
0.1%
12.662279942148386
2
<0.1%
12.529964086141668
5
<0.1%
12.020815280171307
13
<0.1%
11.31370849898476
3
<0.1%
10.606601717798211
9
<0.1%
10.583005244258365
6
<0.1%
10.214368964029708
5
<0.1%
9.899494936611664
46
0.3%
9.814954576223638
2
<0.1%
9.29157324317757
2
<0.1%
9.219544457292889
2
<0.1%
9.192388155425116
20
0.1%
Direção do Ventomean_x
MISSING:
43,524
(15%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Direção do Ventomax_x
0.99
Direção do Ventomin_x
0.99
Direção do Ventomean_y
0.39
Direção do Ventomin_y
0.39
Direção do Ventomax_y
0.39
Temperaturamean_y
0.26
Temperaturamin_y
0.26
Temperaturamax_y
0.26
Pressãomean_y
-0.20
Pressãomin_y
-0.20
Pressãomax_y
-0.20
Visibilidademean_y
0.14
Visibilidademin_y
0.14
Visibilidademax_y
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.19
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
120.0
13,783
5.7%
130.0
12,999
5.4%
160.0
12,905
5.3%
150.0
12,317
5.1%
110.0
12,105
5.0%
100.0
11,934
4.9%
140.0
11,630
4.8%
80.0
11,497
4.7%
90.0
10,503
4.3%
70.0
10,096
4.2%
170.0
9,191
3.8%
60.0
7,603
3.1%
180.0
6,666
2.7%
330.0
6,417
2.6%
340.0
6,056
2.5%
SMALLEST VALUES
0.0
2,668
1.1%
10.0
4,848
2.0%
13.333333333333334
4
<0.1%
15.0
49
<0.1%
16.666666666666668
7
<0.1%
20.0
4,446
1.8%
23.33333333333333
17
<0.1%
25.0
58
<0.1%
30.0
4,404
1.8%
33.333333333333336
10
<0.1%
35.0
78
<0.1%
36.66666666666666
8
<0.1%
40.0
4,313
1.8%
43.333333333333336
1
<0.1%
45.0
94
<0.1%
LARGEST VALUES
360.0
4,691
1.9%
355.0
32
<0.1%
352.5
7
<0.1%
350.0
5,369
2.2%
345.0
83
<0.1%
343.3333333333333
6
<0.1%
340.0
6,056
2.5%
336.6666666666667
33
<0.1%
335.0
61
<0.1%
333.3333333333333
28
<0.1%
330.0
6,417
2.6%
326.6666666666667
18
<0.1%
325.0
118
<0.1%
323.3333333333333
24
<0.1%
320.0
6,039
2.5%
Direção do Ventomin_x
MISSING:
43,524
(15%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Direção do Ventomean_x
0.99
Direção do Ventomax_x
0.98
Direção do Ventomean_y
0.39
Direção do Ventomin_y
0.39
Direção do Ventomax_y
0.39
Direção do Ventostd_x
-0.31
Temperaturamean_y
0.26
Temperaturamin_y
0.26
Temperaturamax_y
0.26
Pressãomean_y
-0.19
Pressãomin_y
-0.19
Pressãomax_y
-0.19
Visibilidademean_y
0.14
Visibilidademin_y
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.19
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
120.0
13,960
5.8%
130.0
13,358
5.5%
160.0
13,251
5.5%
150.0
12,702
5.2%
110.0
12,377
5.1%
100.0
12,240
5.0%
140.0
11,886
4.9%
80.0
11,704
4.8%
90.0
10,676
4.4%
70.0
10,410
4.3%
170.0
9,484
3.9%
60.0
8,027
3.3%
180.0
6,931
2.9%
330.0
6,496
2.7%
320.0
6,171
2.5%
SMALLEST VALUES
0.0
2,786
1.1%
10.0
5,288
2.2%
20.0
4,782
2.0%
30.0
4,665
1.9%
40.0
4,571
1.9%
50.0
5,810
2.4%
60.0
8,027
3.3%
70.0
10,410
4.3%
80.0
11,704
4.8%
90.0
10,676
4.4%
100.0
12,240
5.0%
110.0
12,377
5.1%
120.0
13,960
5.8%
130.0
13,358
5.5%
140.0
11,886
4.9%
LARGEST VALUES
360.0
4,691
1.9%
350.0
5,356
2.2%
340.0
6,116
2.5%
330.0
6,496
2.7%
320.0
6,171
2.5%
310.0
4,539
1.9%
300.0
3,768
1.6%
290.0
3,132
1.3%
280.0
2,950
1.2%
270.0
2,556
1.1%
260.0
2,098
0.9%
250.0
1,817
0.7%
240.0
1,777
0.7%
230.0
1,684
0.7%
220.0
2,018
0.8%
Direção do Ventomax_x
MISSING:
43,524
(15%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Direção do Ventomean_x
0.99
Direção do Ventomin_x
0.98
Direção do Ventostd_x
0.41
Direção do Ventomean_y
0.39
Direção do Ventomin_y
0.39
Direção do Ventomax_y
0.39
Temperaturamean_y
0.26
Temperaturamin_y
0.26
Temperaturamax_y
0.26
Pressãomean_y
-0.21
Pressãomin_y
-0.21
Pressãomax_y
-0.21
Velocidade do Ventostd_x
0.19
Temperaturastd_x
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.19
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
120.0
13,993
5.8%
160.0
13,176
5.4%
130.0
13,176
5.4%
150.0
12,581
5.2%
110.0
12,334
5.1%
100.0
12,096
5.0%
140.0
11,931
4.9%
80.0
11,700
4.8%
90.0
10,624
4.4%
70.0
10,143
4.2%
170.0
9,466
3.9%
60.0
7,809
3.2%
180.0
6,966
2.9%
330.0
6,709
2.8%
340.0
6,342
2.6%
SMALLEST VALUES
0.0
2,668
1.1%
10.0
4,842
2.0%
20.0
4,466
1.8%
30.0
4,461
1.8%
40.0
4,359
1.8%
50.0
5,561
2.3%
60.0
7,809
3.2%
70.0
10,143
4.2%
80.0
11,700
4.8%
90.0
10,624
4.4%
100.0
12,096
5.0%
110.0
12,334
5.1%
120.0
13,993
5.8%
130.0
13,176
5.4%
140.0
11,931
4.9%
LARGEST VALUES
360.0
5,088
2.1%
350.0
5,783
2.4%
340.0
6,342
2.6%
330.0
6,709
2.8%
320.0
6,335
2.6%
310.0
4,707
1.9%
300.0
3,861
1.6%
290.0
3,185
1.3%
280.0
2,996
1.2%
270.0
2,512
1.0%
260.0
2,175
0.9%
250.0
1,839
0.8%
240.0
1,836
0.8%
230.0
1,708
0.7%
220.0
2,210
0.9%
Direção do Ventostd_x
MISSING:
269,889
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Direção do Ventomax_x
0.41
Velocidade do Ventostd_x
0.33
Direção do Ventomin_x
-0.31
Velocidade do Ventomin_x
-0.26
Temperaturastd_x
0.26
Ponto de Orvalhostd_x
0.24
Ponto de Orvalhomax_x
0.19
Ponto de Orvalhomean_y
0.18
Ponto de Orvalhomin_y
0.18
Ponto de Orvalhomax_y
0.18
Ponto de Orvalhomean_x
0.16
Temperaturamean_y
0.16
Temperaturamin_y
0.16
Temperaturamax_y
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.02
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
5,929
36.6%
7.071067811865476
2,701
16.7%
14.142135623730953
1,458
9.0%
21.213203435596427
918
5.7%
28.284271247461906
533
3.3%
35.35533905932738
349
2.2%
42.42640687119285
279
1.7%
49.49747468305833
198
1.2%
56.56854249492381
176
1.1%
63.63961030678928
147
0.9%
84.8528137423857
141
0.9%
70.71067811865476
128
0.8%
98.99494936611666
112
0.7%
10.0
111
0.7%
5.77350269189626
97
0.6%
SMALLEST VALUES
0.0
5,929
36.6%
4.082482904638631
3
<0.1%
4.629100498862758
8
<0.1%
4.999999999999999
4
<0.1%
5.0
7
<0.1%
5.000000000000003
6
<0.1%
5.163977794943223
1
<0.1%
5.163977794943224
10
<0.1%
5.773502691896254
81
0.5%
5.773502691896256
45
0.3%
5.773502691896257
11
<0.1%
5.773502691896258
65
0.4%
5.77350269189626
97
0.6%
5.773502691896266
10
<0.1%
7.071067811865476
2,701
16.7%
LARGEST VALUES
247.48737341529164
44
0.3%
240.41630560342617
50
0.3%
233.3452377915607
74
0.5%
226.2741699796952
40
0.2%
219.2031021678297
28
0.2%
212.1320343559643
24
0.1%
205.0609665440988
24
0.1%
202.07259421636903
3
<0.1%
197.9898987322333
29
0.2%
196.468827043885
4
<0.1%
193.9931270260195
1
<0.1%
193.47695814575263
3
<0.1%
190.91883092036784
14
<0.1%
187.7054430040145
3
<0.1%
185.02252115170555
2
<0.1%
Visibilidademean_x
MISSING:
30,305
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visibilidademin_x
0.98
Visibilidademax_x
0.97
Visibilidadestd_x
-0.45
Temperaturamin_x
0.26
Temperaturamean_x
0.26
Temperaturamax_x
0.25
Visibilidademean_y
0.20
Visibilidademin_y
0.20
Visibilidademax_y
0.20
Temperaturamean_y
0.17
Temperaturamin_y
0.17
Temperaturamax_y
0.17
Velocidade do Ventostd_x
-0.15
Direção do Ventostd_x
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.05
troca_prev_mean_y
0.05
troca_prev_sum_y
0.05
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
10000.0
215,633
84.3%
8000.0
7,896
3.1%
9000.0
7,555
3.0%
7000.0
5,067
2.0%
6000.0
4,126
1.6%
5000.0
3,490
1.4%
4000.0
2,486
1.0%
3000.0
1,315
0.5%
4500.0
1,035
0.4%
6500.0
629
0.2%
3500.0
529
0.2%
7500.0
520
0.2%
5500.0
370
0.1%
9500.0
366
0.1%
2000.0
354
0.1%
SMALLEST VALUES
100.0
19
<0.1%
150.0
11
<0.1%
175.0
5
<0.1%
200.0
6
<0.1%
250.0
10
<0.1%
300.0
14
<0.1%
325.0
2
<0.1%
350.0
15
<0.1%
400.0
53
<0.1%
450.0
16
<0.1%
500.0
76
<0.1%
550.0
14
<0.1%
566.6666666666666
3
<0.1%
575.0
6
<0.1%
600.0
65
<0.1%
LARGEST VALUES
10000.0
215,633
84.3%
9666.666666666666
24
<0.1%
9500.0
366
0.1%
9400.0
1
<0.1%
9333.333333333334
38
<0.1%
9000.0
7,555
3.0%
8666.666666666666
21
<0.1%
8500.0
337
0.1%
8333.333333333334
75
<0.1%
8250.0
6
<0.1%
8166.666666666667
13
<0.1%
8000.0
7,896
3.1%
7666.666666666667
102
<0.1%
7500.0
520
0.2%
7450.0
18
<0.1%
Visibilidademin_x
MISSING:
30,305
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visibilidademean_x
0.98
Visibilidademax_x
0.89
Visibilidadestd_x
-0.71
Temperaturamin_x
0.26
Temperaturamean_x
0.24
Temperaturamax_x
0.23
Velocidade do Ventostd_x
-0.23
Visibilidademean_y
0.19
Visibilidademin_y
0.19
Visibilidademax_y
0.19
Temperaturastd_x
-0.17
Direção do Ventostd_x
-0.16
Temperaturamean_y
0.16
Temperaturamin_y
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.05
troca_prev_mean_y
0.05
troca_prev_sum_y
0.05
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
10000.0
215,633
84.3%
8000.0
8,148
3.2%
9000.0
7,502
2.9%
7000.0
4,769
1.9%
6000.0
4,231
1.7%
5000.0
4,004
1.6%
4000.0
3,892
1.5%
3000.0
2,420
0.9%
4500.0
1,088
0.4%
2000.0
961
0.4%
2500.0
619
0.2%
3500.0
508
0.2%
1500.0
275
0.1%
1000.0
226
<0.1%
900.0
195
<0.1%
SMALLEST VALUES
0.0
4
<0.1%
50.0
15
<0.1%
100.0
32
<0.1%
150.0
14
<0.1%
200.0
43
<0.1%
250.0
7
<0.1%
300.0
81
<0.1%
350.0
14
<0.1%
400.0
105
<0.1%
450.0
14
<0.1%
500.0
156
<0.1%
550.0
7
<0.1%
600.0
109
<0.1%
650.0
1
<0.1%
700.0
63
<0.1%
LARGEST VALUES
10000.0
215,633
84.3%
9000.0
7,502
2.9%
8000.0
8,148
3.2%
7000.0
4,769
1.9%
6000.0
4,231
1.7%
5000.0
4,004
1.6%
4900.0
45
<0.1%
4800.0
25
<0.1%
4500.0
1,088
0.4%
4400.0
10
<0.1%
4000.0
3,892
1.5%
3800.0
13
<0.1%
3500.0
508
0.2%
3300.0
11
<0.1%
3200.0
18
<0.1%
Visibilidademax_x
MISSING:
30,305
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visibilidademean_x
0.97
Visibilidademin_x
0.89
Temperaturamin_x
0.26
Temperaturamean_x
0.25
Temperaturamax_x
0.25
Visibilidademean_y
0.21
Visibilidademin_y
0.21
Visibilidademax_y
0.21
Temperaturamean_y
0.18
Temperaturamin_y
0.18
Temperaturamax_y
0.18
Temperaturastd_x
0.11
Velocidade do Ventomin_x
0.09
trocareal
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
10000.0
219,225
85.7%
8000.0
8,484
3.3%
9000.0
7,851
3.1%
7000.0
4,900
1.9%
6000.0
4,307
1.7%
5000.0
3,879
1.5%
4000.0
2,804
1.1%
3000.0
1,387
0.5%
4500.0
840
0.3%
2000.0
415
0.2%
3500.0
362
0.1%
2500.0
316
0.1%
900.0
124
<0.1%
1500.0
123
<0.1%
800.0
103
<0.1%
SMALLEST VALUES
100.0
16
<0.1%
150.0
10
<0.1%
200.0
10
<0.1%
250.0
10
<0.1%
300.0
17
<0.1%
350.0
8
<0.1%
400.0
52
<0.1%
450.0
11
<0.1%
500.0
67
<0.1%
550.0
1
<0.1%
600.0
70
<0.1%
700.0
32
<0.1%
750.0
5
<0.1%
800.0
103
<0.1%
900.0
124
<0.1%
LARGEST VALUES
10000.0
219,225
85.7%
9000.0
7,851
3.1%
8000.0
8,484
3.3%
7000.0
4,900
1.9%
6000.0
4,307
1.7%
5000.0
3,879
1.5%
4900.0
26
<0.1%
4800.0
26
<0.1%
4500.0
840
0.3%
4400.0
18
<0.1%
4000.0
2,804
1.1%
3800.0
13
<0.1%
3500.0
362
0.1%
3300.0
11
<0.1%
3200.0
7
<0.1%
Visibilidadestd_x
MISSING:
268,926
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visibilidademin_x
-0.71
Visibilidademean_x
-0.45
Temperaturastd_x
0.30
Velocidade do Ventostd_x
0.29
trocareal
-0.17
Ponto de Orvalhostd_x
0.17
Temperaturamin_x
-0.16
Direção do Ventostd_x
0.15
Velocidade do Ventomax_x
0.14
Ponto de Orvalhomean_y
0.14
Ponto de Orvalhomin_y
0.14
Ponto de Orvalhomax_y
0.14
Ponto de Orvalhomax_x
0.14
Ponto de Orvalhomean_x
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
8,610
50.2%
1414.213562373095
1,261
7.4%
707.1067811865476
1,157
6.7%
3535.533905932737
614
3.6%
2121.3203435596424
604
3.5%
4242.640687119285
564
3.3%
2828.42712474619
516
3.0%
4949.747468305833
314
1.8%
353.5533905932738
212
1.2%
2474.8737341529163
159
0.9%
1060.6601717798212
136
0.8%
1767.7669529663688
136
0.8%
3889.0872965260114
112
0.7%
4041.451884327381
86
0.5%
1154.7005383792514
70
0.4%
SMALLEST VALUES
0.0
8,610
50.2%
57.735026918962575
4
<0.1%
70.71067811865476
13
<0.1%
86.60254037844386
2
<0.1%
100.0
2
<0.1%
106.06601717798212
6
<0.1%
115.47005383792518
1
<0.1%
132.28756555322954
1
<0.1%
141.4213562373095
18
0.1%
173.20508075688772
5
<0.1%
212.1320343559643
19
0.1%
230.94010767585024
1
<0.1%
251.66114784235836
3
<0.1%
251.6611478423584
2
<0.1%
282.842712474619
4
<0.1%
LARGEST VALUES
6717.514421272202
8
<0.1%
6363.961030678927
6
<0.1%
6293.250352560273
3
<0.1%
6081.118318204309
1
<0.1%
6010.407640085654
5
<0.1%
5798.27560572969
4
<0.1%
5656.85424949238
69
0.4%
5586.1435713737255
1
<0.1%
5515.432893255071
5
<0.1%
5315.386470740706
7
<0.1%
5303.300858899106
46
0.3%
5196.152422706632
3
<0.1%
5138.417395787669
4
<0.1%
5008.326400438907
7
<0.1%
5006.329327294933
5
<0.1%
Pressãomean_x
MISSING:
30,305
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãomin_x
0.95
Pressãostd_x
-0.93
Pressãomax_x
0.88
Pressãomean_y
0.67
Pressãomin_y
0.67
Pressãomax_y
0.67
Ponto de Orvalhomax_x
-0.45
Ponto de Orvalhomean_x
-0.45
Ponto de Orvalhomin_x
-0.44
Temperaturamax_x
-0.42
Temperaturamean_x
-0.41
Temperaturamean_y
-0.41
Temperaturamin_y
-0.41
Temperaturamax_y
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1018.0
23,319
9.1%
1017.0
23,071
9.0%
1019.0
21,298
8.3%
1016.0
21,045
8.2%
1015.0
19,360
7.6%
1020.0
17,619
6.9%
1014.0
17,289
6.8%
1013.0
15,093
5.9%
1021.0
14,306
5.6%
1012.0
12,579
4.9%
1022.0
11,233
4.4%
1011.0
10,127
4.0%
1023.0
8,431
3.3%
1010.0
6,993
2.7%
1024.0
5,859
2.3%
SMALLEST VALUES
101.0
3
<0.1%
506.0
4
<0.1%
555.5
2
<0.1%
560.0
4
<0.1%
997.0
5
<0.1%
998.0
33
<0.1%
999.0
41
<0.1%
999.6666666666666
5
<0.1%
1000.0
45
<0.1%
1000.5
4
<0.1%
1001.0
116
<0.1%
1001.5
19
<0.1%
1002.0
197
<0.1%
1002.5
5
<0.1%
1003.0
242
<0.1%
LARGEST VALUES
1095.0
2
<0.1%
1034.0
17
<0.1%
1033.0
81
<0.1%
1032.0
87
<0.1%
1031.0
179
<0.1%
1030.5
5
<0.1%
1030.0
354
0.1%
1029.5
9
<0.1%
1029.0
496
0.2%
1028.5
1
<0.1%
1028.0
856
0.3%
1027.5
2
<0.1%
1027.0
1,741
0.7%
1026.6666666666667
11
<0.1%
1026.5
10
<0.1%
Pressãomin_x
MISSING:
30,305
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãostd_x
-0.98
Pressãomean_x
0.95
Pressãomax_x
0.68
Pressãomean_y
0.45
Pressãomin_y
0.45
Pressãomax_y
0.45
Ponto de Orvalhomax_x
-0.35
Ponto de Orvalhomean_x
-0.34
Ponto de Orvalhomin_x
-0.34
Temperaturamax_x
-0.32
Temperaturamean_x
-0.32
Temperaturamin_x
-0.31
Ponto de Orvalhostd_x
-0.30
Temperaturamean_y
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1018.0
23,670
9.3%
1017.0
23,648
9.2%
1019.0
21,652
8.5%
1016.0
21,576
8.4%
1015.0
19,728
7.7%
1020.0
17,771
6.9%
1014.0
17,624
6.9%
1013.0
15,396
6.0%
1021.0
14,515
5.7%
1012.0
12,873
5.0%
1022.0
11,331
4.4%
1011.0
10,335
4.0%
1023.0
8,524
3.3%
1010.0
7,187
2.8%
1024.0
5,918
2.3%
SMALLEST VALUES
0.0
4
<0.1%
101.0
9
<0.1%
997.0
5
<0.1%
998.0
33
<0.1%
999.0
46
<0.1%
1000.0
55
<0.1%
1001.0
137
<0.1%
1002.0
202
<0.1%
1003.0
263
0.1%
1004.0
635
0.2%
1005.0
956
0.4%
1006.0
1,130
0.4%
1007.0
2,110
0.8%
1008.0
3,174
1.2%
1009.0
4,443
1.7%
LARGEST VALUES
1095.0
2
<0.1%
1034.0
17
<0.1%
1033.0
81
<0.1%
1032.0
87
<0.1%
1031.0
179
<0.1%
1030.0
359
0.1%
1029.0
505
0.2%
1028.0
857
0.3%
1027.0
1,743
0.7%
1026.0
2,695
1.1%
1025.0
4,300
1.7%
1024.0
5,918
2.3%
1023.0
8,524
3.3%
1022.0
11,331
4.4%
1021.0
14,515
5.7%
Pressãomax_x
MISSING:
30,305
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãomean_x
0.88
Pressãomean_y
0.87
Pressãomin_y
0.87
Pressãomax_y
0.87
Pressãomin_x
0.68
Temperaturamean_y
-0.54
Temperaturamin_y
-0.54
Temperaturamax_y
-0.54
Ponto de Orvalhomax_x
-0.51
Ponto de Orvalhomean_x
-0.51
Ponto de Orvalhomin_x
-0.51
Temperaturamax_x
-0.48
Temperaturamean_x
-0.48
Temperaturamin_x
-0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.16
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1018.0
23,935
9.4%
1017.0
23,603
9.2%
1019.0
21,697
8.5%
1016.0
21,412
8.4%
1015.0
19,736
7.7%
1020.0
17,951
7.0%
1014.0
17,575
6.9%
1013.0
15,338
6.0%
1021.0
14,482
5.7%
1012.0
12,758
5.0%
1022.0
11,429
4.5%
1011.0
10,329
4.0%
1023.0
8,537
3.3%
1010.0
7,119
2.8%
1024.0
5,959
2.3%
SMALLEST VALUES
101.0
3
<0.1%
997.0
5
<0.1%
998.0
33
<0.1%
999.0
41
<0.1%
1000.0
45
<0.1%
1001.0
124
<0.1%
1002.0
214
<0.1%
1003.0
245
<0.1%
1004.0
597
0.2%
1005.0
946
0.4%
1006.0
1,167
0.5%
1007.0
2,058
0.8%
1008.0
3,133
1.2%
1009.0
4,414
1.7%
1010.0
7,119
2.8%
LARGEST VALUES
1095.0
2
<0.1%
1034.0
17
<0.1%
1033.0
81
<0.1%
1032.0
87
<0.1%
1031.0
184
<0.1%
1030.0
369
0.1%
1029.0
497
0.2%
1028.0
858
0.3%
1027.0
1,762
0.7%
1026.0
2,742
1.1%
1025.0
4,291
1.7%
1024.0
5,959
2.3%
1023.0
8,537
3.3%
1022.0
11,429
4.5%
1021.0
14,482
5.7%
Pressãostd_x
MISSING:
268,926
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãomin_x
-0.98
Pressãomean_x
-0.93
Ponto de Orvalhostd_x
0.29
Temperaturastd_x
0.24
Velocidade do Ventostd_x
0.07
Direção do Ventostd_x
0.06
Temperaturamin_x
-0.04
Ponto de Orvalhomin_x
-0.04
Direção do Ventomean_y
0.03
Direção do Ventomin_y
0.03
Direção do Ventomax_y
0.03
Direção do Ventomin_x
-0.03
Velocidade do Ventomax_x
0.03
destino
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
12,081
70.4%
0.7071067811865476
3,412
19.9%
0.577350269189634
516
3.0%
0.5773502691896093
364
2.1%
1.4142135623730951
230
1.3%
0.5773502691896257
131
0.8%
1.0
75
0.4%
1.1547005383792432
68
0.4%
0.5000000000000094
46
0.3%
0.5
40
0.2%
2.1213203435596424
28
0.2%
1.5275252316519312
23
0.1%
1.154700538379268
23
0.1%
0.5163977794943128
18
0.1%
0.8164965809277376
10
<0.1%
SMALLEST VALUES
0.0
12,081
70.4%
0.4082482904638783
4
<0.1%
0.4472135954999691
1
<0.1%
0.4629100498862677
8
<0.1%
0.4629100498862785
5
<0.1%
0.5
40
0.2%
0.5000000000000094
46
0.3%
0.5163977794943072
1
<0.1%
0.5163977794943128
18
0.1%
0.5477225575051505
4
<0.1%
0.5773502691896093
364
2.1%
0.5773502691896257
131
0.8%
0.577350269189634
516
3.0%
0.7071067811865476
3,412
19.9%
0.816496580927726
2
<0.1%
LARGEST VALUES
715.5920625607861
4
<0.1%
649.1240251292506
4
<0.1%
642.7600640985717
2
<0.1%
6.363961030678928
6
<0.1%
4.358898943540674
5
<0.1%
4.193248541803049
2
<0.1%
3.9999999999999902
3
<0.1%
3.5355339059327378
5
<0.1%
2.8284271247461903
3
<0.1%
2.1213203435596424
28
0.2%
2.081665999466128
1
<0.1%
1.7320508075688772
4
<0.1%
1.707825127659933
5
<0.1%
1.643167672515482
2
<0.1%
1.527525231651959
9
<0.1%
Temperaturamean_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Temperaturamin_y
1.00
Temperaturamax_y
1.00
Temperaturamax_x
0.90
Temperaturamean_x
0.90
Temperaturamin_x
0.90
Visibilidademean_y
0.55
Visibilidademin_y
0.55
Visibilidademax_y
0.55
Pressãomax_x
-0.54
Pressãomean_y
-0.54
Pressãomin_y
-0.54
Pressãomax_y
-0.54
troca_prev_mean_x
0.49
troca_prev_sum_x
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.11
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
22.0
8,593
7.4%
23.0
8,369
7.2%
21.0
7,932
6.9%
24.0
7,846
6.8%
20.0
7,766
6.7%
25.0
7,612
6.6%
26.0
7,608
6.6%
19.0
7,201
6.2%
27.0
6,783
5.9%
18.0
6,741
5.8%
17.0
5,771
5.0%
28.0
5,713
4.9%
16.0
4,842
4.2%
29.0
4,821
4.2%
15.0
3,852
3.3%
SMALLEST VALUES
1.0
4
<0.1%
3.0
10
<0.1%
4.0
9
<0.1%
5.0
16
<0.1%
6.0
47
<0.1%
7.0
48
<0.1%
8.0
104
<0.1%
9.0
387
0.3%
11.0
855
0.7%
12.0
1,323
1.1%
13.0
1,944
1.7%
14.0
2,713
2.3%
15.0
3,852
3.3%
16.0
4,842
4.2%
17.0
5,771
5.0%
LARGEST VALUES
39.0
7
<0.1%
38.0
7
<0.1%
37.0
14
<0.1%
36.0
83
<0.1%
35.0
111
<0.1%
34.0
121
0.1%
33.0
380
0.3%
32.0
903
0.8%
31.0
1,595
1.4%
30.0
3,502
3.0%
29.0
4,821
4.2%
28.0
5,713
4.9%
27.0
6,783
5.9%
26.0
7,608
6.6%
25.0
7,612
6.6%
Temperaturamin_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Temperaturamean_y
1.00
Temperaturamax_y
1.00
Temperaturamax_x
0.90
Temperaturamean_x
0.90
Temperaturamin_x
0.90
Visibilidademean_y
0.55
Visibilidademin_y
0.55
Visibilidademax_y
0.55
Pressãomax_x
-0.54
Pressãomean_y
-0.54
Pressãomin_y
-0.54
Pressãomax_y
-0.54
troca_prev_mean_x
0.49
troca_prev_sum_x
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.11
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
22.0
8,593
7.4%
23.0
8,369
7.2%
21.0
7,932
6.9%
24.0
7,846
6.8%
20.0
7,766
6.7%
25.0
7,612
6.6%
26.0
7,608
6.6%
19.0
7,201
6.2%
27.0
6,783
5.9%
18.0
6,741
5.8%
17.0
5,771
5.0%
28.0
5,713
4.9%
16.0
4,842
4.2%
29.0
4,821
4.2%
15.0
3,852
3.3%
SMALLEST VALUES
1.0
4
<0.1%
3.0
10
<0.1%
4.0
9
<0.1%
5.0
16
<0.1%
6.0
47
<0.1%
7.0
48
<0.1%
8.0
104
<0.1%
9.0
387
0.3%
11.0
855
0.7%
12.0
1,323
1.1%
13.0
1,944
1.7%
14.0
2,713
2.3%
15.0
3,852
3.3%
16.0
4,842
4.2%
17.0
5,771
5.0%
LARGEST VALUES
39.0
7
<0.1%
38.0
7
<0.1%
37.0
14
<0.1%
36.0
83
<0.1%
35.0
111
<0.1%
34.0
121
0.1%
33.0
380
0.3%
32.0
903
0.8%
31.0
1,595
1.4%
30.0
3,502
3.0%
29.0
4,821
4.2%
28.0
5,713
4.9%
27.0
6,783
5.9%
26.0
7,608
6.6%
25.0
7,612
6.6%
Temperaturamax_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Temperaturamean_y
1.00
Temperaturamin_y
1.00
Temperaturamax_x
0.90
Temperaturamean_x
0.90
Temperaturamin_x
0.90
Visibilidademean_y
0.55
Visibilidademin_y
0.55
Visibilidademax_y
0.55
Pressãomax_x
-0.54
Pressãomean_y
-0.54
Pressãomin_y
-0.54
Pressãomax_y
-0.54
troca_prev_mean_x
0.49
troca_prev_sum_x
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.11
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
22.0
8,593
7.4%
23.0
8,369
7.2%
21.0
7,932
6.9%
24.0
7,846
6.8%
20.0
7,766
6.7%
25.0
7,612
6.6%
26.0
7,608
6.6%
19.0
7,201
6.2%
27.0
6,783
5.9%
18.0
6,741
5.8%
17.0
5,771
5.0%
28.0
5,713
4.9%
16.0
4,842
4.2%
29.0
4,821
4.2%
15.0
3,852
3.3%
SMALLEST VALUES
1.0
4
<0.1%
3.0
10
<0.1%
4.0
9
<0.1%
5.0
16
<0.1%
6.0
47
<0.1%
7.0
48
<0.1%
8.0
104
<0.1%
9.0
387
0.3%
11.0
855
0.7%
12.0
1,323
1.1%
13.0
1,944
1.7%
14.0
2,713
2.3%
15.0
3,852
3.3%
16.0
4,842
4.2%
17.0
5,771
5.0%
LARGEST VALUES
39.0
7
<0.1%
38.0
7
<0.1%
37.0
14
<0.1%
36.0
83
<0.1%
35.0
111
<0.1%
34.0
121
0.1%
33.0
380
0.3%
32.0
903
0.8%
31.0
1,595
1.4%
30.0
3,502
3.0%
29.0
4,821
4.2%
28.0
5,713
4.9%
27.0
6,783
5.9%
26.0
7,608
6.6%
25.0
7,612
6.6%
Temperaturastd_y
MISSING:
284,078
(>99%)
TOP CATEGORIES
0.0
2,002
100%
ALL
2,002
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Temperaturastd_y
PROVIDES INFORMATION ON...
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON Temperaturastd_y:
diaSemana
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Temperaturastd_y
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
Ponto de Orvalhomean_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhomin_y
1.00
Ponto de Orvalhomax_y
1.00
Ponto de Orvalhomean_x
0.89
Ponto de Orvalhomax_x
0.89
Ponto de Orvalhomin_x
0.89
Pressãomax_x
-0.45
sum(flight_through_area)
-0.43
Pressãomean_y
-0.38
Pressãomin_y
-0.38
Pressãomax_y
-0.38
Pressãomean_x
-0.35
Temperaturamean_y
0.28
Temperaturamin_y
0.28
Temperaturamax_y
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.05
troca_prev_mean_y
0.05
troca_prev_sum_y
0.05
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
17.0
13,739
11.9%
16.0
13,636
11.8%
15.0
12,072
10.4%
18.0
10,452
9.0%
14.0
9,683
8.4%
13.0
7,643
6.6%
19.0
7,313
6.3%
12.0
6,207
5.4%
11.0
5,019
4.3%
9.0
4,806
4.2%
10.0
4,612
4.0%
8.0
4,134
3.6%
7.0
3,654
3.2%
20.0
3,370
2.9%
6.0
2,294
2.0%
SMALLEST VALUES
-4.0
1
<0.1%
-3.0
29
<0.1%
-2.0
64
<0.1%
-1.0
98
<0.1%
0.0
170
0.1%
1.0
457
0.4%
2.0
566
0.5%
3.0
685
0.6%
4.0
1,143
1.0%
5.0
1,598
1.4%
6.0
2,294
2.0%
7.0
3,654
3.2%
8.0
4,134
3.6%
9.0
4,806
4.2%
10.0
4,612
4.0%
LARGEST VALUES
25.0
2
<0.1%
24.0
2
<0.1%
23.0
171
0.1%
22.0
646
0.6%
21.0
1,367
1.2%
20.0
3,370
2.9%
19.0
7,313
6.3%
18.0
10,452
9.0%
17.0
13,739
11.9%
16.0
13,636
11.8%
15.0
12,072
10.4%
14.0
9,683
8.4%
13.0
7,643
6.6%
12.0
6,207
5.4%
11.0
5,019
4.3%
Ponto de Orvalhomin_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhomean_y
1.00
Ponto de Orvalhomax_y
1.00
Ponto de Orvalhomean_x
0.89
Ponto de Orvalhomax_x
0.89
Ponto de Orvalhomin_x
0.89
Pressãomax_x
-0.45
sum(flight_through_area)
-0.43
Pressãomean_y
-0.38
Pressãomin_y
-0.38
Pressãomax_y
-0.38
Pressãomean_x
-0.35
Temperaturamean_y
0.28
Temperaturamin_y
0.28
Temperaturamax_y
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.05
troca_prev_mean_y
0.05
troca_prev_sum_y
0.05
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
17.0
13,739
11.9%
16.0
13,636
11.8%
15.0
12,072
10.4%
18.0
10,452
9.0%
14.0
9,683
8.4%
13.0
7,643
6.6%
19.0
7,313
6.3%
12.0
6,207
5.4%
11.0
5,019
4.3%
9.0
4,806
4.2%
10.0
4,612
4.0%
8.0
4,134
3.6%
7.0
3,654
3.2%
20.0
3,370
2.9%
6.0
2,294
2.0%
SMALLEST VALUES
-4.0
1
<0.1%
-3.0
29
<0.1%
-2.0
64
<0.1%
-1.0
98
<0.1%
0.0
170
0.1%
1.0
457
0.4%
2.0
566
0.5%
3.0
685
0.6%
4.0
1,143
1.0%
5.0
1,598
1.4%
6.0
2,294
2.0%
7.0
3,654
3.2%
8.0
4,134
3.6%
9.0
4,806
4.2%
10.0
4,612
4.0%
LARGEST VALUES
25.0
2
<0.1%
24.0
2
<0.1%
23.0
171
0.1%
22.0
646
0.6%
21.0
1,367
1.2%
20.0
3,370
2.9%
19.0
7,313
6.3%
18.0
10,452
9.0%
17.0
13,739
11.9%
16.0
13,636
11.8%
15.0
12,072
10.4%
14.0
9,683
8.4%
13.0
7,643
6.6%
12.0
6,207
5.4%
11.0
5,019
4.3%
Ponto de Orvalhomax_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhomean_y
1.00
Ponto de Orvalhomin_y
1.00
Ponto de Orvalhomean_x
0.89
Ponto de Orvalhomax_x
0.89
Ponto de Orvalhomin_x
0.89
Pressãomax_x
-0.45
sum(flight_through_area)
-0.43
Pressãomean_y
-0.38
Pressãomin_y
-0.38
Pressãomax_y
-0.38
Pressãomean_x
-0.35
Temperaturamean_y
0.28
Temperaturamin_y
0.28
Temperaturamax_y
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.05
troca_prev_mean_y
0.05
troca_prev_sum_y
0.05
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
17.0
13,739
11.9%
16.0
13,636
11.8%
15.0
12,072
10.4%
18.0
10,452
9.0%
14.0
9,683
8.4%
13.0
7,643
6.6%
19.0
7,313
6.3%
12.0
6,207
5.4%
11.0
5,019
4.3%
9.0
4,806
4.2%
10.0
4,612
4.0%
8.0
4,134
3.6%
7.0
3,654
3.2%
20.0
3,370
2.9%
6.0
2,294
2.0%
SMALLEST VALUES
-4.0
1
<0.1%
-3.0
29
<0.1%
-2.0
64
<0.1%
-1.0
98
<0.1%
0.0
170
0.1%
1.0
457
0.4%
2.0
566
0.5%
3.0
685
0.6%
4.0
1,143
1.0%
5.0
1,598
1.4%
6.0
2,294
2.0%
7.0
3,654
3.2%
8.0
4,134
3.6%
9.0
4,806
4.2%
10.0
4,612
4.0%
LARGEST VALUES
25.0
2
<0.1%
24.0
2
<0.1%
23.0
171
0.1%
22.0
646
0.6%
21.0
1,367
1.2%
20.0
3,370
2.9%
19.0
7,313
6.3%
18.0
10,452
9.0%
17.0
13,739
11.9%
16.0
13,636
11.8%
15.0
12,072
10.4%
14.0
9,683
8.4%
13.0
7,643
6.6%
12.0
6,207
5.4%
11.0
5,019
4.3%
Ponto de Orvalhostd_y
MISSING:
284,078
(>99%)
TOP CATEGORIES
0.0
2,002
100%
ALL
2,002
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Ponto de Orvalhostd_y
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON Ponto de Orvalhostd_y:
diaSemana
1.00
Temperaturastd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Ponto de Orvalhostd_y
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
Velocidade do Ventomean_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Velocidade do Ventomin_y
1.00
Velocidade do Ventomax_y
1.00
Velocidade do Ventomin_x
0.51
Velocidade do Ventomean_x
0.51
Velocidade do Ventomax_x
0.50
hora
0.19
troca_prev_mean_x
0.15
troca_prev_sum_x
0.15
Direção do Ventostd_x
-0.14
Direção do Ventomin_x
0.11
Direção do Ventomean_x
0.11
Direção do Ventomax_x
0.11
trocareal
0.10
Visibilidademean_y
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
5.0
14,109
12.2%
6.0
14,045
12.1%
4.0
13,237
11.4%
7.0
12,064
10.4%
3.0
10,570
9.1%
8.0
10,474
9.1%
9.0
8,831
7.6%
10.0
7,194
6.2%
2.0
6,572
5.7%
11.0
5,284
4.6%
12.0
3,573
3.1%
1.0
2,915
2.5%
13.0
2,175
1.9%
14.0
1,636
1.4%
15.0
1,030
0.9%
SMALLEST VALUES
0.0
313
0.3%
1.0
2,915
2.5%
2.0
6,572
5.7%
3.0
10,570
9.1%
4.0
13,237
11.4%
5.0
14,109
12.2%
6.0
14,045
12.1%
7.0
12,064
10.4%
8.0
10,474
9.1%
9.0
8,831
7.6%
10.0
7,194
6.2%
11.0
5,284
4.6%
12.0
3,573
3.1%
13.0
2,175
1.9%
14.0
1,636
1.4%
LARGEST VALUES
29.0
2
<0.1%
27.0
3
<0.1%
26.0
15
<0.1%
25.0
4
<0.1%
24.0
16
<0.1%
23.0
19
<0.1%
22.0
25
<0.1%
21.0
41
<0.1%
20.0
90
<0.1%
19.0
145
0.1%
18.0
244
0.2%
17.0
435
0.4%
16.0
572
0.5%
15.0
1,030
0.9%
14.0
1,636
1.4%
Velocidade do Ventomin_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Velocidade do Ventomean_y
1.00
Velocidade do Ventomax_y
1.00
Velocidade do Ventomin_x
0.51
Velocidade do Ventomean_x
0.51
Velocidade do Ventomax_x
0.50
hora
0.19
troca_prev_mean_x
0.15
troca_prev_sum_x
0.15
Direção do Ventostd_x
-0.14
Direção do Ventomin_x
0.11
Direção do Ventomean_x
0.11
Direção do Ventomax_x
0.11
trocareal
0.10
Visibilidademean_y
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
5.0
14,109
12.2%
6.0
14,045
12.1%
4.0
13,237
11.4%
7.0
12,064
10.4%
3.0
10,570
9.1%
8.0
10,474
9.1%
9.0
8,831
7.6%
10.0
7,194
6.2%
2.0
6,572
5.7%
11.0
5,284
4.6%
12.0
3,573
3.1%
1.0
2,915
2.5%
13.0
2,175
1.9%
14.0
1,636
1.4%
15.0
1,030
0.9%
SMALLEST VALUES
0.0
313
0.3%
1.0
2,915
2.5%
2.0
6,572
5.7%
3.0
10,570
9.1%
4.0
13,237
11.4%
5.0
14,109
12.2%
6.0
14,045
12.1%
7.0
12,064
10.4%
8.0
10,474
9.1%
9.0
8,831
7.6%
10.0
7,194
6.2%
11.0
5,284
4.6%
12.0
3,573
3.1%
13.0
2,175
1.9%
14.0
1,636
1.4%
LARGEST VALUES
29.0
2
<0.1%
27.0
3
<0.1%
26.0
15
<0.1%
25.0
4
<0.1%
24.0
16
<0.1%
23.0
19
<0.1%
22.0
25
<0.1%
21.0
41
<0.1%
20.0
90
<0.1%
19.0
145
0.1%
18.0
244
0.2%
17.0
435
0.4%
16.0
572
0.5%
15.0
1,030
0.9%
14.0
1,636
1.4%
Velocidade do Ventomax_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Velocidade do Ventomean_y
1.00
Velocidade do Ventomin_y
1.00
Velocidade do Ventomin_x
0.51
Velocidade do Ventomean_x
0.51
Velocidade do Ventomax_x
0.50
hora
0.19
troca_prev_mean_x
0.15
troca_prev_sum_x
0.15
Direção do Ventostd_x
-0.14
Direção do Ventomin_x
0.11
Direção do Ventomean_x
0.11
Direção do Ventomax_x
0.11
trocareal
0.10
Visibilidademean_y
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
5.0
14,109
12.2%
6.0
14,045
12.1%
4.0
13,237
11.4%
7.0
12,064
10.4%
3.0
10,570
9.1%
8.0
10,474
9.1%
9.0
8,831
7.6%
10.0
7,194
6.2%
2.0
6,572
5.7%
11.0
5,284
4.6%
12.0
3,573
3.1%
1.0
2,915
2.5%
13.0
2,175
1.9%
14.0
1,636
1.4%
15.0
1,030
0.9%
SMALLEST VALUES
0.0
313
0.3%
1.0
2,915
2.5%
2.0
6,572
5.7%
3.0
10,570
9.1%
4.0
13,237
11.4%
5.0
14,109
12.2%
6.0
14,045
12.1%
7.0
12,064
10.4%
8.0
10,474
9.1%
9.0
8,831
7.6%
10.0
7,194
6.2%
11.0
5,284
4.6%
12.0
3,573
3.1%
13.0
2,175
1.9%
14.0
1,636
1.4%
LARGEST VALUES
29.0
2
<0.1%
27.0
3
<0.1%
26.0
15
<0.1%
25.0
4
<0.1%
24.0
16
<0.1%
23.0
19
<0.1%
22.0
25
<0.1%
21.0
41
<0.1%
20.0
90
<0.1%
19.0
145
0.1%
18.0
244
0.2%
17.0
435
0.4%
16.0
572
0.5%
15.0
1,030
0.9%
14.0
1,636
1.4%
Velocidade do Ventostd_y
MISSING:
284,078
(>99%)
TOP CATEGORIES
0.0
2,002
100%
ALL
2,002
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Velocidade do Ventostd_y
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON Velocidade do Ventostd_y:
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Velocidade do Ventostd_y
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
Direção do Ventomean_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Direção do Ventomin_y
1.00
Direção do Ventomax_y
1.00
Direção do Ventomean_x
0.39
Direção do Ventomax_x
0.39
Direção do Ventomin_x
0.39
Temperaturamean_y
0.30
Temperaturamin_y
0.30
Temperaturamax_y
0.30
Temperaturamax_x
0.27
Temperaturamean_x
0.27
Temperaturamin_x
0.27
troca_prev_sum_x
0.22
troca_prev_mean_x
0.22
Visibilidademean_y
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.19
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
140.0
7,449
6.4%
150.0
6,824
5.9%
130.0
6,629
5.7%
120.0
6,448
5.6%
110.0
6,193
5.4%
100.0
5,651
4.9%
90.0
4,975
4.3%
80.0
4,604
4.0%
320.0
4,426
3.8%
330.0
4,022
3.5%
310.0
3,965
3.4%
70.0
3,710
3.2%
160.0
3,702
3.2%
300.0
3,490
3.0%
340.0
3,373
2.9%
SMALLEST VALUES
10.0
2,418
2.1%
20.0
2,443
2.1%
30.0
2,148
1.9%
40.0
2,440
2.1%
50.0
2,686
2.3%
60.0
3,215
2.8%
70.0
3,710
3.2%
80.0
4,604
4.0%
90.0
4,975
4.3%
100.0
5,651
4.9%
110.0
6,193
5.4%
120.0
6,448
5.6%
130.0
6,629
5.7%
140.0
7,449
6.4%
150.0
6,824
5.9%
LARGEST VALUES
360.0
2,425
2.1%
350.0
3,004
2.6%
340.0
3,373
2.9%
330.0
4,022
3.5%
320.0
4,426
3.8%
310.0
3,965
3.4%
300.0
3,490
3.0%
290.0
2,829
2.4%
280.0
2,284
2.0%
270.0
1,708
1.5%
260.0
1,226
1.1%
250.0
866
0.7%
240.0
877
0.8%
230.0
852
0.7%
220.0
781
0.7%
Direção do Ventomin_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Direção do Ventomean_y
1.00
Direção do Ventomax_y
1.00
Direção do Ventomean_x
0.39
Direção do Ventomax_x
0.39
Direção do Ventomin_x
0.39
Temperaturamean_y
0.30
Temperaturamin_y
0.30
Temperaturamax_y
0.30
Temperaturamax_x
0.27
Temperaturamean_x
0.27
Temperaturamin_x
0.27
troca_prev_sum_x
0.22
troca_prev_mean_x
0.22
Visibilidademean_y
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.19
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
140.0
7,449
6.4%
150.0
6,824
5.9%
130.0
6,629
5.7%
120.0
6,448
5.6%
110.0
6,193
5.4%
100.0
5,651
4.9%
90.0
4,975
4.3%
80.0
4,604
4.0%
320.0
4,426
3.8%
330.0
4,022
3.5%
310.0
3,965
3.4%
70.0
3,710
3.2%
160.0
3,702
3.2%
300.0
3,490
3.0%
340.0
3,373
2.9%
SMALLEST VALUES
10.0
2,418
2.1%
20.0
2,443
2.1%
30.0
2,148
1.9%
40.0
2,440
2.1%
50.0
2,686
2.3%
60.0
3,215
2.8%
70.0
3,710
3.2%
80.0
4,604
4.0%
90.0
4,975
4.3%
100.0
5,651
4.9%
110.0
6,193
5.4%
120.0
6,448
5.6%
130.0
6,629
5.7%
140.0
7,449
6.4%
150.0
6,824
5.9%
LARGEST VALUES
360.0
2,425
2.1%
350.0
3,004
2.6%
340.0
3,373
2.9%
330.0
4,022
3.5%
320.0
4,426
3.8%
310.0
3,965
3.4%
300.0
3,490
3.0%
290.0
2,829
2.4%
280.0
2,284
2.0%
270.0
1,708
1.5%
260.0
1,226
1.1%
250.0
866
0.7%
240.0
877
0.8%
230.0
852
0.7%
220.0
781
0.7%
Direção do Ventomax_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Direção do Ventomean_y
1.00
Direção do Ventomin_y
1.00
Direção do Ventomean_x
0.39
Direção do Ventomax_x
0.39
Direção do Ventomin_x
0.39
Temperaturamean_y
0.30
Temperaturamin_y
0.30
Temperaturamax_y
0.30
Temperaturamax_x
0.27
Temperaturamean_x
0.27
Temperaturamin_x
0.27
troca_prev_sum_x
0.22
troca_prev_mean_x
0.22
Visibilidademean_y
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.19
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
140.0
7,449
6.4%
150.0
6,824
5.9%
130.0
6,629
5.7%
120.0
6,448
5.6%
110.0
6,193
5.4%
100.0
5,651
4.9%
90.0
4,975
4.3%
80.0
4,604
4.0%
320.0
4,426
3.8%
330.0
4,022
3.5%
310.0
3,965
3.4%
70.0
3,710
3.2%
160.0
3,702
3.2%
300.0
3,490
3.0%
340.0
3,373
2.9%
SMALLEST VALUES
10.0
2,418
2.1%
20.0
2,443
2.1%
30.0
2,148
1.9%
40.0
2,440
2.1%
50.0
2,686
2.3%
60.0
3,215
2.8%
70.0
3,710
3.2%
80.0
4,604
4.0%
90.0
4,975
4.3%
100.0
5,651
4.9%
110.0
6,193
5.4%
120.0
6,448
5.6%
130.0
6,629
5.7%
140.0
7,449
6.4%
150.0
6,824
5.9%
LARGEST VALUES
360.0
2,425
2.1%
350.0
3,004
2.6%
340.0
3,373
2.9%
330.0
4,022
3.5%
320.0
4,426
3.8%
310.0
3,965
3.4%
300.0
3,490
3.0%
290.0
2,829
2.4%
280.0
2,284
2.0%
270.0
1,708
1.5%
260.0
1,226
1.1%
250.0
866
0.7%
240.0
877
0.8%
230.0
852
0.7%
220.0
781
0.7%
Direção do Ventostd_y
MISSING:
284,078
(>99%)
TOP CATEGORIES
0.0
2,002
100%
ALL
2,002
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Direção do Ventostd_y
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON Direção do Ventostd_y:
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Direção do Ventostd_y
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
Visibilidademean_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visibilidademin_y
1.00
Visibilidademax_y
1.00
Temperaturamean_y
0.55
Temperaturamin_y
0.55
Temperaturamax_y
0.55
troca_prev_mean_x
0.47
troca_prev_sum_x
0.47
Temperaturamax_x
0.44
Temperaturamean_x
0.43
Temperaturamin_x
0.43
trocareal
0.37
hora
0.34
Direção do Ventomean_y
0.21
Direção do Ventomin_y
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.11
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
10000.0
82,301
71.2%
2000.0
4,252
3.7%
1000.0
4,181
3.6%
3000.0
4,176
3.6%
4000.0
4,134
3.6%
6000.0
3,617
3.1%
5000.0
3,426
3.0%
7000.0
3,118
2.7%
8000.0
2,634
2.3%
9000.0
2,483
2.1%
250.0
284
0.2%
650.0
135
0.1%
800.0
119
0.1%
600.0
111
<0.1%
500.0
104
<0.1%
SMALLEST VALUES
250.0
284
0.2%
300.0
81
<0.1%
350.0
50
<0.1%
400.0
81
<0.1%
450.0
65
<0.1%
500.0
104
<0.1%
550.0
92
<0.1%
600.0
111
<0.1%
650.0
135
0.1%
700.0
99
<0.1%
750.0
90
<0.1%
800.0
119
0.1%
1000.0
4,181
3.6%
2000.0
4,252
3.7%
3000.0
4,176
3.6%
LARGEST VALUES
10000.0
82,301
71.2%
9000.0
2,483
2.1%
8000.0
2,634
2.3%
7000.0
3,118
2.7%
6000.0
3,617
3.1%
5000.0
3,426
3.0%
4000.0
4,134
3.6%
3000.0
4,176
3.6%
2000.0
4,252
3.7%
1000.0
4,181
3.6%
800.0
119
0.1%
750.0
90
<0.1%
700.0
99
<0.1%
650.0
135
0.1%
600.0
111
<0.1%
Visibilidademin_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visibilidademean_y
1.00
Visibilidademax_y
1.00
Temperaturamean_y
0.55
Temperaturamin_y
0.55
Temperaturamax_y
0.55
troca_prev_mean_x
0.47
troca_prev_sum_x
0.47
Temperaturamax_x
0.44
Temperaturamean_x
0.43
Temperaturamin_x
0.43
trocareal
0.37
hora
0.34
Direção do Ventomean_y
0.21
Direção do Ventomin_y
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.11
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
10000.0
82,301
71.2%
2000.0
4,252
3.7%
1000.0
4,181
3.6%
3000.0
4,176
3.6%
4000.0
4,134
3.6%
6000.0
3,617
3.1%
5000.0
3,426
3.0%
7000.0
3,118
2.7%
8000.0
2,634
2.3%
9000.0
2,483
2.1%
250.0
284
0.2%
650.0
135
0.1%
800.0
119
0.1%
600.0
111
<0.1%
500.0
104
<0.1%
SMALLEST VALUES
250.0
284
0.2%
300.0
81
<0.1%
350.0
50
<0.1%
400.0
81
<0.1%
450.0
65
<0.1%
500.0
104
<0.1%
550.0
92
<0.1%
600.0
111
<0.1%
650.0
135
0.1%
700.0
99
<0.1%
750.0
90
<0.1%
800.0
119
0.1%
1000.0
4,181
3.6%
2000.0
4,252
3.7%
3000.0
4,176
3.6%
LARGEST VALUES
10000.0
82,301
71.2%
9000.0
2,483
2.1%
8000.0
2,634
2.3%
7000.0
3,118
2.7%
6000.0
3,617
3.1%
5000.0
3,426
3.0%
4000.0
4,134
3.6%
3000.0
4,176
3.6%
2000.0
4,252
3.7%
1000.0
4,181
3.6%
800.0
119
0.1%
750.0
90
<0.1%
700.0
99
<0.1%
650.0
135
0.1%
600.0
111
<0.1%
Visibilidademax_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Visibilidademean_y
1.00
Visibilidademin_y
1.00
Temperaturamean_y
0.55
Temperaturamin_y
0.55
Temperaturamax_y
0.55
troca_prev_mean_x
0.47
troca_prev_sum_x
0.47
Temperaturamax_x
0.44
Temperaturamean_x
0.43
Temperaturamin_x
0.43
trocareal
0.37
hora
0.34
Direção do Ventomean_y
0.21
Direção do Ventomin_y
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.11
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
10000.0
82,301
71.2%
2000.0
4,252
3.7%
1000.0
4,181
3.6%
3000.0
4,176
3.6%
4000.0
4,134
3.6%
6000.0
3,617
3.1%
5000.0
3,426
3.0%
7000.0
3,118
2.7%
8000.0
2,634
2.3%
9000.0
2,483
2.1%
250.0
284
0.2%
650.0
135
0.1%
800.0
119
0.1%
600.0
111
<0.1%
500.0
104
<0.1%
SMALLEST VALUES
250.0
284
0.2%
300.0
81
<0.1%
350.0
50
<0.1%
400.0
81
<0.1%
450.0
65
<0.1%
500.0
104
<0.1%
550.0
92
<0.1%
600.0
111
<0.1%
650.0
135
0.1%
700.0
99
<0.1%
750.0
90
<0.1%
800.0
119
0.1%
1000.0
4,181
3.6%
2000.0
4,252
3.7%
3000.0
4,176
3.6%
LARGEST VALUES
10000.0
82,301
71.2%
9000.0
2,483
2.1%
8000.0
2,634
2.3%
7000.0
3,118
2.7%
6000.0
3,617
3.1%
5000.0
3,426
3.0%
4000.0
4,134
3.6%
3000.0
4,176
3.6%
2000.0
4,252
3.7%
1000.0
4,181
3.6%
800.0
119
0.1%
750.0
90
<0.1%
700.0
99
<0.1%
650.0
135
0.1%
600.0
111
<0.1%
Visibilidadestd_y
MISSING:
284,078
(>99%)
TOP CATEGORIES
0.0
2,002
100%
ALL
2,002
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Visibilidadestd_y
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Pressãostd_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON Visibilidadestd_y:
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Pressãostd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Visibilidadestd_y
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
Pressãomean_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãomin_y
1.00
Pressãomax_y
1.00
Pressãomax_x
0.87
Pressãomean_x
0.67
Temperaturamean_y
-0.54
Temperaturamin_y
-0.54
Temperaturamax_y
-0.54
Temperaturamax_x
-0.48
Temperaturamean_x
-0.47
Temperaturamin_x
-0.47
Pressãomin_x
0.45
Ponto de Orvalhomax_x
-0.42
Ponto de Orvalhomean_x
-0.42
Ponto de Orvalhomin_x
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.07
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1014.0
11,766
10.2%
1015.0
11,739
10.2%
1016.0
11,208
9.7%
1017.0
10,622
9.2%
1013.0
10,159
8.8%
1018.0
8,181
7.1%
1012.0
7,906
6.8%
1019.0
6,420
5.6%
1011.0
6,278
5.4%
1020.0
4,997
4.3%
1010.0
4,542
3.9%
1021.0
3,513
3.0%
1009.0
2,985
2.6%
1022.0
2,873
2.5%
1023.0
2,071
1.8%
SMALLEST VALUES
999.0
9
<0.1%
1001.0
81
<0.1%
1002.0
96
<0.1%
1003.0
204
0.2%
1004.0
404
0.3%
1005.0
438
0.4%
1006.0
784
0.7%
1007.0
1,319
1.1%
1008.0
2,023
1.7%
1009.0
2,985
2.6%
1010.0
4,542
3.9%
1011.0
6,278
5.4%
1012.0
7,906
6.8%
1013.0
10,159
8.8%
1014.0
11,766
10.2%
LARGEST VALUES
1036.0
2
<0.1%
1035.0
6
<0.1%
1034.0
7
<0.1%
1033.0
47
<0.1%
1032.0
81
<0.1%
1031.0
82
<0.1%
1030.0
187
0.2%
1029.0
330
0.3%
1028.0
329
0.3%
1027.0
605
0.5%
1026.0
660
0.6%
1025.0
1,225
1.1%
1024.0
1,454
1.3%
1023.0
2,071
1.8%
1022.0
2,873
2.5%
Pressãomin_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãomean_y
1.00
Pressãomax_y
1.00
Pressãomax_x
0.87
Pressãomean_x
0.67
Temperaturamean_y
-0.54
Temperaturamin_y
-0.54
Temperaturamax_y
-0.54
Temperaturamax_x
-0.48
Temperaturamean_x
-0.47
Temperaturamin_x
-0.47
Pressãomin_x
0.45
Ponto de Orvalhomax_x
-0.42
Ponto de Orvalhomean_x
-0.42
Ponto de Orvalhomin_x
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.07
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1014.0
11,766
10.2%
1015.0
11,739
10.2%
1016.0
11,208
9.7%
1017.0
10,622
9.2%
1013.0
10,159
8.8%
1018.0
8,181
7.1%
1012.0
7,906
6.8%
1019.0
6,420
5.6%
1011.0
6,278
5.4%
1020.0
4,997
4.3%
1010.0
4,542
3.9%
1021.0
3,513
3.0%
1009.0
2,985
2.6%
1022.0
2,873
2.5%
1023.0
2,071
1.8%
SMALLEST VALUES
999.0
9
<0.1%
1001.0
81
<0.1%
1002.0
96
<0.1%
1003.0
204
0.2%
1004.0
404
0.3%
1005.0
438
0.4%
1006.0
784
0.7%
1007.0
1,319
1.1%
1008.0
2,023
1.7%
1009.0
2,985
2.6%
1010.0
4,542
3.9%
1011.0
6,278
5.4%
1012.0
7,906
6.8%
1013.0
10,159
8.8%
1014.0
11,766
10.2%
LARGEST VALUES
1036.0
2
<0.1%
1035.0
6
<0.1%
1034.0
7
<0.1%
1033.0
47
<0.1%
1032.0
81
<0.1%
1031.0
82
<0.1%
1030.0
187
0.2%
1029.0
330
0.3%
1028.0
329
0.3%
1027.0
605
0.5%
1026.0
660
0.6%
1025.0
1,225
1.1%
1024.0
1,454
1.3%
1023.0
2,071
1.8%
1022.0
2,873
2.5%
Pressãomax_y
MISSING:
170,447
(60%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Pressãomean_y
1.00
Pressãomin_y
1.00
Pressãomax_x
0.87
Pressãomean_x
0.67
Temperaturamean_y
-0.54
Temperaturamin_y
-0.54
Temperaturamax_y
-0.54
Temperaturamax_x
-0.48
Temperaturamean_x
-0.47
Temperaturamin_x
-0.47
Pressãomin_x
0.45
Ponto de Orvalhomax_x
-0.42
Ponto de Orvalhomean_x
-0.42
Ponto de Orvalhomin_x
-0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.07
diaSemana
0.04
troca_prev_mean_y
0.04
troca_prev_sum_y
0.04
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1014.0
11,766
10.2%
1015.0
11,739
10.2%
1016.0
11,208
9.7%
1017.0
10,622
9.2%
1013.0
10,159
8.8%
1018.0
8,181
7.1%
1012.0
7,906
6.8%
1019.0
6,420
5.6%
1011.0
6,278
5.4%
1020.0
4,997
4.3%
1010.0
4,542
3.9%
1021.0
3,513
3.0%
1009.0
2,985
2.6%
1022.0
2,873
2.5%
1023.0
2,071
1.8%
SMALLEST VALUES
999.0
9
<0.1%
1001.0
81
<0.1%
1002.0
96
<0.1%
1003.0
204
0.2%
1004.0
404
0.3%
1005.0
438
0.4%
1006.0
784
0.7%
1007.0
1,319
1.1%
1008.0
2,023
1.7%
1009.0
2,985
2.6%
1010.0
4,542
3.9%
1011.0
6,278
5.4%
1012.0
7,906
6.8%
1013.0
10,159
8.8%
1014.0
11,766
10.2%
LARGEST VALUES
1036.0
2
<0.1%
1035.0
6
<0.1%
1034.0
7
<0.1%
1033.0
47
<0.1%
1032.0
81
<0.1%
1031.0
82
<0.1%
1030.0
187
0.2%
1029.0
330
0.3%
1028.0
329
0.3%
1027.0
605
0.5%
1026.0
660
0.6%
1025.0
1,225
1.1%
1024.0
1,454
1.3%
1023.0
2,071
1.8%
1022.0
2,873
2.5%
Pressãostd_y
MISSING:
284,078
(>99%)
TOP CATEGORIES
0.0
2,002
100%
ALL
2,002
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Pressãostd_y
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON Pressãostd_y:
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Pressãostd_y
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
troca
MISSING:
---
TOP CATEGORIES
0.0
205,996
72%
12.0
78,455
27%
24.0
1,629
<1%
ALL
286,080
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
troca
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON troca:
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
CORRELATION RATIO WITH...
trocareal
0.26
Temperaturamax_x
0.23
Temperaturamean_x
0.23
Temperaturamin_x
0.23
Direção do Ventomax_x
0.19
Direção do Ventomean_x
0.19
Direção do Ventomean_y
0.19
Direção do Ventomin_y
0.19
Direção do Ventomax_y
0.19
Direção do Ventomin_x
0.19
troca_prev_mean_x
0.18
troca_prev_sum_x
0.18
Visibilidademax_x
0.16
Ponto de Orvalhomax_x
0.16
trocareal
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
troca_prev_sum_x
0.54
troca_prev_mean_x
0.54
Temperaturamean_y
0.40
Temperaturamin_y
0.40
Temperaturamax_y
0.40
hora
0.39
Visibilidademean_y
0.37
Visibilidademin_y
0.37
Visibilidademax_y
0.37
Temperaturamax_x
0.30
Temperaturamean_x
0.30
Temperaturamin_x
0.30
Velocidade do Ventomean_x
0.21
Velocidade do Ventomax_x
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.26
diaSemana
0.12
troca_prev_mean_y
0.12
troca_prev_sum_y
0.12
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1
68,414
23.9%
4
26,898
9.4%
2
25,292
8.8%
3
24,274
8.5%
6
23,907
8.4%
5
23,162
8.1%
8
21,158
7.4%
7
20,850
7.3%
9
13,808
4.8%
10
11,524
4.0%
11
8,787
3.1%
12
5,969
2.1%
13
4,683
1.6%
14
2,932
1.0%
16
1,537
0.5%
SMALLEST VALUES
1
68,414
23.9%
2
25,292
8.8%
3
24,274
8.5%
4
26,898
9.4%
5
23,162
8.1%
6
23,907
8.4%
7
20,850
7.3%
8
21,158
7.4%
9
13,808
4.8%
10
11,524
4.0%
11
8,787
3.1%
12
5,969
2.1%
13
4,683
1.6%
14
2,932
1.0%
15
1,227
0.4%
LARGEST VALUES
30
99
<0.1%
28
48
<0.1%
26
177
<0.1%
24
110
<0.1%
22
137
<0.1%
20
152
<0.1%
19
108
<0.1%
18
498
0.2%
17
329
0.1%
16
1,537
0.5%
15
1,227
0.4%
14
2,932
1.0%
13
4,683
1.6%
12
5,969
2.1%
11
8,787
3.1%
troca_prev_mean_x
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
troca_prev_sum_x
1.00
hora
0.54
trocareal
0.54
Temperaturamean_y
0.49
Temperaturamin_y
0.49
Temperaturamax_y
0.49
Visibilidademean_y
0.47
Visibilidademin_y
0.47
Visibilidademax_y
0.47
Temperaturamax_x
0.36
Temperaturamean_x
0.36
Temperaturamin_x
0.36
troca_real_x
0.31
Velocidade do Ventomean_x
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.18
diaSemana
0.05
troca_prev_mean_y
0.05
troca_prev_sum_y
0.05
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.1604938271604938
36,760
12.8%
0.3950617283950617
31,706
11.1%
0.287037037037037
22,792
8.0%
0.2438271604938271
21,438
7.5%
0.2592592592592592
18,680
6.5%
0.3518518518518518
18,228
6.4%
0.3364197530864197
17,534
6.1%
0.4166666666666667
17,478
6.1%
0.3919753086419753
16,620
5.8%
0.4012345679012346
15,167
5.3%
0.4444444444444444
14,133
4.9%
0.2839506172839506
13,989
4.9%
0.1790123456790123
13,346
4.7%
0.3734567901234568
13,195
4.6%
0.2530864197530864
9,957
3.5%
SMALLEST VALUES
0.1543209876543209
534
0.2%
0.1604938271604938
36,760
12.8%
0.1790123456790123
13,346
4.7%
0.191358024691358
1,818
0.6%
0.2098765432098765
2,705
0.9%
0.2438271604938271
21,438
7.5%
0.2530864197530864
9,957
3.5%
0.2592592592592592
18,680
6.5%
0.2839506172839506
13,989
4.9%
0.287037037037037
22,792
8.0%
0.3364197530864197
17,534
6.1%
0.3518518518518518
18,228
6.4%
0.3734567901234568
13,195
4.6%
0.3919753086419753
16,620
5.8%
0.3950617283950617
31,706
11.1%
LARGEST VALUES
0.4444444444444444
14,133
4.9%
0.4166666666666667
17,478
6.1%
0.4012345679012346
15,167
5.3%
0.3950617283950617
31,706
11.1%
0.3919753086419753
16,620
5.8%
0.3734567901234568
13,195
4.6%
0.3518518518518518
18,228
6.4%
0.3364197530864197
17,534
6.1%
0.287037037037037
22,792
8.0%
0.2839506172839506
13,989
4.9%
0.2592592592592592
18,680
6.5%
0.2530864197530864
9,957
3.5%
0.2438271604938271
21,438
7.5%
0.2098765432098765
2,705
0.9%
0.191358024691358
1,818
0.6%
troca_prev_sum_x
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
troca_prev_mean_x
1.00
hora
0.54
trocareal
0.54
Temperaturamean_y
0.49
Temperaturamin_y
0.49
Temperaturamax_y
0.49
Visibilidademean_y
0.47
Visibilidademin_y
0.47
Visibilidademax_y
0.47
Temperaturamax_x
0.36
Temperaturamean_x
0.36
Temperaturamin_x
0.36
troca_real_x
0.31
Velocidade do Ventomean_x
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.18
diaSemana
0.05
troca_prev_mean_y
0.05
troca_prev_sum_y
0.05
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
52
36,760
12.8%
128
31,706
11.1%
93
22,792
8.0%
79
21,438
7.5%
84
18,680
6.5%
114
18,228
6.4%
109
17,534
6.1%
135
17,478
6.1%
127
16,620
5.8%
130
15,167
5.3%
144
14,133
4.9%
92
13,989
4.9%
58
13,346
4.7%
121
13,195
4.6%
82
9,957
3.5%
SMALLEST VALUES
50
534
0.2%
52
36,760
12.8%
58
13,346
4.7%
62
1,818
0.6%
68
2,705
0.9%
79
21,438
7.5%
82
9,957
3.5%
84
18,680
6.5%
92
13,989
4.9%
93
22,792
8.0%
109
17,534
6.1%
114
18,228
6.4%
121
13,195
4.6%
127
16,620
5.8%
128
31,706
11.1%
LARGEST VALUES
144
14,133
4.9%
135
17,478
6.1%
130
15,167
5.3%
128
31,706
11.1%
127
16,620
5.8%
121
13,195
4.6%
114
18,228
6.4%
109
17,534
6.1%
93
22,792
8.0%
92
13,989
4.9%
84
18,680
6.5%
82
9,957
3.5%
79
21,438
7.5%
68
2,705
0.9%
62
1,818
0.6%
troca_prev_mean_y
MISSING:
---
TOP CATEGORIES
0.2686170212765957
44,229
15%
0.3058510638297872
43,723
15%
0.2210144927536232
43,264
15%
0.2934782608695652
43,197
15%
0.2690217391304347
42,391
15%
0.3034420289855072
35,283
12%
0.2427536231884058
33,993
12%
ALL
286,080
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
troca_prev_mean_y
PROVIDES INFORMATION ON...
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
troca
0.01

THESE FEATURES
GIVE INFORMATION
ON troca_prev_mean_y:
diaSemana
1.00
troca_prev_sum_y
1.00
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca_prev_mean_y
CORRELATION RATIO WITH...
sum_y
0.27
mean_y
0.26
trocareal
0.12
hora
0.09
esperas
0.08
troca_real_y
0.07
Ponto de Orvalhomean_y
0.05
Ponto de Orvalhomin_y
0.05
Ponto de Orvalhomax_y
0.05
Visibilidademin_x
0.05
Visibilidademean_x
0.05
troca_prev_sum_x
0.05
troca_prev_mean_x
0.05
Visibilidademax_x
0.04
troca_prev_sum_y
MISSING:
---
TOP CATEGORIES
303
44,229
15%
345
43,723
15%
244
43,264
15%
324
43,197
15%
297
42,391
15%
335
35,283
12%
268
33,993
12%
ALL
286,080
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
troca_prev_sum_y
PROVIDES INFORMATION ON...
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean_y
1.00
troca_prev_mean
1.00
troca_prev_sum
1.00
troca
0.01

THESE FEATURES
GIVE INFORMATION
ON troca_prev_sum_y:
diaSemana
1.00
troca_prev_mean_y
1.00
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca_prev_sum_y
CORRELATION RATIO WITH...
sum_y
0.27
mean_y
0.26
trocareal
0.12
hora
0.09
esperas
0.08
troca_real_y
0.07
Ponto de Orvalhomean_y
0.05
Ponto de Orvalhomin_y
0.05
Ponto de Orvalhomax_y
0.05
Visibilidademin_x
0.05
Visibilidademean_x
0.05
troca_prev_sum_x
0.05
troca_prev_mean_x
0.05
Visibilidademax_x
0.04
troca_prev_mean
MISSING:
---
TOP CATEGORIES
0.272119341563786
286,080
100%
ALL
286,080
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
troca_prev_mean
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_sum
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON troca_prev_mean:
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_sum
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca_prev_mean
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
troca_prev_sum
MISSING:
---
TOP CATEGORIES
2116
286,080
100%
ALL
286,080
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
troca_prev_sum
PROVIDES INFORMATION ON...
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca_prev_mean
1.00
diaSemana
0.00
troca
0.00
troca_prev_mean_y
0.00
troca_prev_sum_y
0.00

THESE FEATURES
GIVE INFORMATION
ON troca_prev_sum:
diaSemana
1.00
Temperaturastd_y
1.00
Ponto de Orvalhostd_y
1.00
Velocidade do Ventostd_y
1.00
Direção do Ventostd_y
1.00
Visibilidadestd_y
1.00
Pressãostd_y
1.00
troca
1.00
troca_prev_mean_y
1.00
troca_prev_sum_y
1.00
troca_prev_mean
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca_prev_sum
CORRELATION RATIO WITH...
origem
0.00
destino
0.00
target
0.00
linha
0.00
hora
0.00
esperas
0.00
mean_x
0.00
sum_x
0.00
mean_y
0.00
sum_y
0.00
mean
0.00
sum
0.00
Temperaturamean_x
0.00
Temperaturamin_x
0.00
troca_real_x
MISSING:
18
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
troca_real
0.77
troca_real_y
0.76
origem
0.35
troca_prev_mean_x
0.31
troca_prev_sum_x
0.31
hora
0.23
trocareal
0.19
Temperaturamean_y
0.19
Temperaturamin_y
0.19
Temperaturamax_y
0.19
sum
-0.17
mean
-0.17
Visibilidademean_y
0.16
Visibilidademin_y
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
60.0
9,751
3.4%
48.0
9,344
3.3%
125.0
7,838
2.7%
18.0
7,231
2.5%
130.0
6,689
2.3%
55.0
5,860
2.0%
97.0
5,602
2.0%
61.0
5,401
1.9%
13.0
5,127
1.8%
96.0
5,084
1.8%
85.0
4,834
1.7%
54.0
4,753
1.7%
123.0
4,668
1.6%
74.0
4,469
1.6%
118.0
3,988
1.4%
SMALLEST VALUES
1.0
424
0.1%
2.0
956
0.3%
3.0
477
0.2%
4.0
279
<0.1%
5.0
23
<0.1%
6.0
9
<0.1%
7.0
524
0.2%
8.0
1,281
0.4%
9.0
1,275
0.4%
10.0
87
<0.1%
11.0
1,359
0.5%
12.0
522
0.2%
13.0
5,127
1.8%
14.0
561
0.2%
15.0
820
0.3%
LARGEST VALUES
1047.0
508
0.2%
988.0
472
0.2%
958.0
652
0.2%
930.0
957
0.3%
919.0
1,396
0.5%
915.0
919
0.3%
912.0
670
0.2%
717.0
599
0.2%
647.0
2,392
0.8%
615.0
819
0.3%
590.0
1,390
0.5%
575.0
449
0.2%
561.0
472
0.2%
553.0
729
0.3%
546.0
738
0.3%
troca_real_y
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
troca_real
0.99
troca_real_x
0.76
origem
0.43
sum
-0.26
mean
-0.26
mean_y
-0.23
sum_y
-0.23
mean_x
-0.16
sum_x
-0.16
dt_radar_lambda1
0.16
flightid_
-0.13
dt_radar_lambda
0.13
flightlevel_mean
0.13
target
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.07
troca_prev_mean_y
0.07
troca_prev_sum_y
0.07
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
130
8,343
2.9%
119
8,265
2.9%
226
7,887
2.8%
212
7,834
2.7%
250
7,726
2.7%
220
7,723
2.7%
209
7,572
2.6%
109
6,649
2.3%
331
6,407
2.2%
325
6,400
2.2%
355
6,384
2.2%
276
6,340
2.2%
132
6,301
2.2%
300
6,182
2.2%
284
5,772
2.0%
SMALLEST VALUES
85
2,138
0.7%
88
4,160
1.5%
94
4,946
1.7%
96
4,763
1.7%
101
3,016
1.1%
103
2,228
0.8%
109
6,649
2.3%
112
4,987
1.7%
114
4,035
1.4%
117
2,324
0.8%
119
8,265
2.9%
122
2,362
0.8%
125
3,108
1.1%
126
3,121
1.1%
127
2,427
0.8%
LARGEST VALUES
1874
2,248
0.8%
1808
2,306
0.8%
1714
2,194
0.8%
1555
2,140
0.7%
1525
2,243
0.8%
1348
1,891
0.7%
1316
1,866
0.7%
1037
1,668
0.6%
977
1,638
0.6%
913
1,603
0.6%
851
1,591
0.6%
850
1,632
0.6%
766
1,623
0.6%
757
1,345
0.5%
458
991
0.3%
troca_real
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
troca_real_y
0.99
troca_real_x
0.77
origem
0.44
sum
-0.26
mean
-0.26
mean_y
-0.24
sum_y
-0.24
sum_x
-0.16
mean_x
-0.16
dt_radar_lambda1
0.16
flightid_
-0.14
dt_radar_lambda
0.13
flightlevel_mean
0.13
target
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.01
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
1676
50,272
17.6%
2103
41,078
14.4%
814
34,377
12.0%
1153
26,130
9.1%
912
26,124
9.1%
910
21,229
7.4%
2060
21,073
7.4%
1509
17,231
6.0%
780
16,289
5.7%
11140
14,888
5.2%
6151
11,100
3.9%
2491
6,289
2.2%
SMALLEST VALUES
780
16,289
5.7%
814
34,377
12.0%
910
21,229
7.4%
912
26,124
9.1%
1153
26,130
9.1%
1509
17,231
6.0%
1676
50,272
17.6%
2060
21,073
7.4%
2103
41,078
14.4%
2491
6,289
2.2%
6151
11,100
3.9%
11140
14,888
5.2%
LARGEST VALUES
11140
14,888
5.2%
6151
11,100
3.9%
2491
6,289
2.2%
2103
41,078
14.4%
2060
21,073
7.4%
1676
50,272
17.6%
1509
17,231
6.0%
1153
26,130
9.1%
912
26,124
9.1%
910
21,229
7.4%
814
34,377
12.0%
780
16,289
5.7%
flightid_
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sum
0.50
mean
0.50
mean_y
0.47
sum_y
0.47
flightlevel_mean
-0.47
flightlevel_max
-0.46
mean_x
0.41
sum_x
0.41
distancia_
-0.37
dt_radar_lambda
-0.35
target
-0.35
flightlevel_std
-0.35
linha
-0.34
flightlevel_std1
-0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
14663
15,167
5.3%
14164
14,606
5.1%
3866
7,898
2.8%
6311
6,550
2.3%
6211
6,469
2.3%
6213
6,401
2.2%
6193
6,374
2.2%
6110
6,342
2.2%
6069
6,284
2.2%
5260
5,439
1.9%
4922
5,075
1.8%
4787
4,936
1.7%
4779
4,915
1.7%
4697
4,837
1.7%
4610
4,785
1.7%
SMALLEST VALUES
2
4
<0.1%
4
5
<0.1%
7
15
<0.1%
10
10
<0.1%
15
33
<0.1%
16
37
<0.1%
17
18
<0.1%
18
18
<0.1%
19
39
<0.1%
20
42
<0.1%
21
21
<0.1%
23
24
<0.1%
26
28
<0.1%
30
94
<0.1%
33
68
<0.1%
LARGEST VALUES
14663
15,167
5.3%
14164
14,606
5.1%
6311
6,550
2.3%
6213
6,401
2.2%
6211
6,469
2.3%
6193
6,374
2.2%
6110
6,342
2.2%
6069
6,284
2.2%
5260
5,439
1.9%
4922
5,075
1.8%
4787
4,936
1.7%
4779
4,915
1.7%
4697
4,837
1.7%
4610
4,785
1.7%
4538
4,719
1.6%
dt_radar_lambda
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
distancia_
0.99
target
0.98
flightlevel_mean
0.85
flightlevel_max
0.66
dt_radar_lambda3
0.59
speed_std
-0.49
dt_radar_lambda1
0.39
flightid_
-0.35
destino
0.28
sum
-0.27
mean
-0.27
mean_y
-0.26
sum_y
-0.25
origem
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
2488.511491509241
15,167
5.3%
3010.589028523016
14,606
5.1%
3456.9819363016954
6,550
2.3%
3121.743358557398
6,469
2.3%
4697.580395943988
6,401
2.2%
4636.24479250767
6,374
2.2%
4454.209001636661
6,342
2.2%
4646.931619706706
6,284
2.2%
4954.158174904943
5,439
1.9%
2392.542462413653
5,075
1.8%
5037.960726968874
4,936
1.7%
4924.118016321406
4,915
1.7%
2733.0159676389185
4,837
1.7%
2955.31431670282
4,785
1.7%
2906.50572939621
4,719
1.6%
SMALLEST VALUES
1412.0
5
<0.1%
1712.0
2
<0.1%
1759.2857142857142
7
<0.1%
1777.4
10
<0.1%
2047.3783783783783
39
<0.1%
2063.591836734694
55
<0.1%
2082.0
18
<0.1%
2165.2614641995174
2,567
0.9%
2321.5652173913045
24
<0.1%
2378.5949367088606
83
<0.1%
2392.542462413653
5,075
1.8%
2394.2639059054154
4,219
1.5%
2466.9014084507044
84
<0.1%
2486.157608695652
579
0.2%
2488.511491509241
15,167
5.3%
LARGEST VALUES
14320.714285714286
99
<0.1%
13152.43842364532
204
<0.1%
12593.0
19
<0.1%
11771.683544303798
80
<0.1%
11762.666666666666
18
<0.1%
10504.144988647422
3,138
1.1%
10143.357142857143
85
<0.1%
9944.33341078067
4,391
1.5%
9911.816814764185
1,491
0.5%
9807.281167108751
3,070
1.1%
9803.6
21
<0.1%
9754.221389645776
1,496
0.5%
9553.803298867551
4,145
1.4%
9338.18662262593
1,234
0.4%
9315.0
34
<0.1%
dt_radar_lambda1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dt_radar_lambda
0.39
distancia_
0.38
target
0.38
flightlevel_mean
0.30
speed_std
-0.26
flightid_
-0.23
linha
0.23
origem
0.23
sum
-0.20
mean
-0.20
speed_std1
-0.19
flightlevel_max
0.19
mean_y
-0.19
sum_y
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
126,079
44.1%
4.0
71,247
24.9%
1.0
13,118
4.6%
60.0
8,611
3.0%
184.0
6,461
2.3%
305.0
6,157
2.2%
124.0
5,532
1.9%
120.0
4,145
1.4%
665.0
3,138
1.1%
364.0
3,070
1.1%
64.0
2,973
1.0%
57.0
2,493
0.9%
722.0
2,450
0.9%
363.0
2,325
0.8%
362.0
2,140
0.7%
SMALLEST VALUES
0.0
126,079
44.1%
1.0
13,118
4.6%
4.0
71,247
24.9%
57.0
2,493
0.9%
60.0
8,611
3.0%
64.0
2,973
1.0%
120.0
4,145
1.4%
121.0
2,107
0.7%
124.0
5,532
1.9%
181.0
1,928
0.7%
184.0
6,461
2.3%
244.0
1,610
0.6%
245.0
595
0.2%
301.0
5
<0.1%
302.0
1,131
0.4%
LARGEST VALUES
11699.0
19
<0.1%
11224.0
18
<0.1%
9365.0
21
<0.1%
9124.0
99
<0.1%
8525.0
34
<0.1%
7686.0
21
<0.1%
7266.0
204
<0.1%
7084.0
34
<0.1%
5644.0
171
<0.1%
5582.0
31
<0.1%
4746.0
85
<0.1%
4561.0
2
<0.1%
4560.0
31
<0.1%
4020.0
28
<0.1%
3962.0
32
<0.1%
dt_radar_lambda2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dt_radar_lambda3
0.59
linha
0.19
flightlevel_std1
-0.13
Temperaturamin_x
-0.12
Temperaturamean_x
-0.12
Temperaturamax_x
-0.12
dt_radar_lambda
0.11
speed_std
-0.10
target
0.10
distancia_
0.10
Visibilidademean_y
-0.09
Visibilidademin_y
-0.09
Visibilidademax_y
-0.09
speed_std1
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
11043.0
15,167
5.3%
12603.0
14,606
5.1%
11344.0
6,550
2.3%
7864.0
6,469
2.3%
10143.0
6,444
2.3%
11221.0
6,401
2.2%
13261.0
6,374
2.2%
9125.0
6,342
2.2%
10564.0
6,284
2.2%
9122.0
5,439
1.9%
7381.0
5,075
1.8%
11165.0
4,936
1.7%
12842.0
4,915
1.7%
10624.0
4,837
1.7%
7324.0
4,785
1.7%
SMALLEST VALUES
1923.0
2
<0.1%
1924.0
5
<0.1%
2279.0
10
<0.1%
2404.0
7
<0.1%
2883.0
24
<0.1%
4021.0
20
<0.1%
4024.0
18
<0.1%
4142.0
55
<0.1%
4860.0
18
<0.1%
4864.0
39
<0.1%
4926.0
83
<0.1%
4981.0
2
<0.1%
5043.0
32
<0.1%
5163.0
28
<0.1%
5164.0
40
<0.1%
LARGEST VALUES
73802.0
4,309
1.5%
22083.0
3,947
1.4%
20945.0
4,391
1.5%
20102.0
1,491
0.5%
18305.0
2,530
0.9%
17762.0
99
<0.1%
17464.0
1,496
0.5%
16259.0
1,843
0.6%
16026.0
21
<0.1%
15962.0
1,053
0.4%
15959.0
3,138
1.1%
15842.0
1,392
0.5%
15303.0
204
<0.1%
15064.0
3,531
1.2%
14524.0
1,430
0.5%
dt_radar_lambda3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dt_radar_lambda2
0.59
dt_radar_lambda
0.59
target
0.58
distancia_
0.55
flightlevel_mean
0.46
flightlevel_std
0.44
flightlevel_max
0.36
sum
-0.30
mean
-0.30
mean_y
-0.28
sum_y
-0.28
destino
0.28
mean_x
-0.24
sum_x
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
486.7873214433
15,167
5.3%
513.4240008702018
14,606
5.1%
803.9836794888486
6,550
2.3%
476.6150593517708
6,469
2.3%
464.86388294546265
6,401
2.2%
627.347119554401
6,374
2.2%
503.3745632322903
6,342
2.2%
849.0028418183587
6,284
2.2%
717.7006936609438
5,439
1.9%
341.1751818337913
5,075
1.8%
755.5440373927636
4,936
1.7%
479.6748478900754
4,915
1.7%
499.39444203089766
4,837
1.7%
645.119082683916
4,785
1.7%
457.0266300892805
4,719
1.6%
SMALLEST VALUES
154.1003508388445
20
<0.1%
224.3369677489964
24
<0.1%
249.2121409090468
18
<0.1%
252.50531347544617
10
<0.1%
286.9101279816757
28
<0.1%
288.7261837717569
32
<0.1%
296.98484809835
2
<0.1%
297.0015771710738
21
<0.1%
298.3990616607231
2
<0.1%
338.5787005083688
2,567
0.9%
341.1751818337913
5,075
1.8%
345.2506279087892
673
0.2%
348.75081248326865
171
<0.1%
376.7605760367544
1,581
0.6%
383.0975576691004
3,453
1.2%
LARGEST VALUES
3397.110610504168
21
<0.1%
2528.81971750927
37
<0.1%
1746.4485952450286
19
<0.1%
1455.2232848701617
80
<0.1%
1450.818698471085
18
<0.1%
1325.8137231796284
15
<0.1%
1299.861842475503
8
<0.1%
1167.332092735135
4,309
1.5%
1107.8070854950158
3,138
1.1%
1006.8103196255154
204
<0.1%
970.6857858639728
3,947
1.4%
947.4824206812492
34
<0.1%
944.960269182078
1,491
0.5%
944.3084297730494
4,391
1.5%
857.4285476269812
18
<0.1%
flightlevel_mean
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
flightlevel_max
0.93
distancia_
0.86
target
0.85
dt_radar_lambda
0.85
flightlevel_std1
0.57
flightlevel_std
0.50
speed_std
-0.47
flightid_
-0.47
dt_radar_lambda3
0.46
dt_radar_lambda1
0.30
sum
-0.29
mean
-0.29
destino
0.29
mean_y
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
138.69656926293698
15,167
5.3%
173.08708196207442
14,606
5.1%
229.26064588102625
6,550
2.3%
214.84117507635796
6,469
2.3%
258.3014313535399
6,401
2.2%
252.20602632146415
6,374
2.2%
289.37161998245534
6,342
2.2%
270.3990601391508
6,284
2.2%
254.8709126854569
5,439
1.9%
164.26867008606226
5,075
1.8%
254.84755569221312
4,936
1.7%
294.231671405487
4,915
1.7%
166.02590851978826
4,837
1.7%
215.64860341371696
4,785
1.7%
201.77938811457676
4,719
1.6%
SMALLEST VALUES
56.08502344977204
39
<0.1%
60.21565811436942
19
<0.1%
68.6045069060453
15
<0.1%
69.84064171122995
5
<0.1%
72.78083923154702
2
<0.1%
72.88657369855277
18
<0.1%
79.36044958321642
7
<0.1%
84.76093755411189
55
<0.1%
87.74958523102737
10
<0.1%
111.2659044408454
84
<0.1%
121.0732831245874
83
<0.1%
127.87980989839396
2
<0.1%
132.9583129890682
4,219
1.5%
138.56486461089614
2,567
0.9%
138.69656926293698
15,167
5.3%
LARGEST VALUES
339.095154429286
18
<0.1%
338.0771722458042
204
<0.1%
336.4937217312085
19
<0.1%
335.5763649011611
99
<0.1%
330.7934370996322
21
<0.1%
329.0068272115954
85
<0.1%
328.9996589382752
34
<0.1%
326.24532391233623
21
<0.1%
324.43509942690906
80
<0.1%
322.8392598848695
1,131
0.4%
321.4343092917572
3,070
1.1%
320.6907915607965
3,138
1.1%
319.052946228795
1,491
0.5%
315.52522306002703
1,448
0.5%
315.2211360356028
1,234
0.4%
flightlevel_max
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
flightlevel_mean
0.93
flightlevel_std1
0.80
distancia_
0.67
target
0.67
dt_radar_lambda
0.66
flightlevel_std
0.56
flightid_
-0.46
dt_radar_lambda3
0.36
sum
-0.32
mean
-0.32
mean_y
-0.31
sum_y
-0.30
mean_x
-0.26
sum_x
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
260.021219978166
15,167
5.3%
293.534407234704
14,606
5.1%
348.21977499603867
6,550
2.3%
350.02238325281803
6,469
2.3%
366.98889067782966
6,401
2.2%
377.4140826873385
6,374
2.2%
371.6466448445172
6,342
2.2%
373.004778381941
6,284
2.2%
351.2114470431641
5,439
1.9%
276.99288762446656
5,075
1.8%
360.9671959882992
4,936
1.7%
376.6852898095836
4,915
1.7%
276.1269435569755
4,837
1.7%
337.7167028199566
4,785
1.7%
332.3143046065682
4,719
1.6%
SMALLEST VALUES
83.0
39
<0.1%
96.06666666666666
18
<0.1%
100.0
2
<0.1%
104.28571428571428
7
<0.1%
104.40816326530611
55
<0.1%
110.25
5
<0.1%
128.1
10
<0.1%
168.33802816901408
84
<0.1%
169.3125
19
<0.1%
176.53164556962025
83
<0.1%
206.7333333333333
15
<0.1%
214.5
2
<0.1%
248.32851189016915
4,219
1.5%
251.28692152917503
2,567
0.9%
257.8157894736842
40
<0.1%
LARGEST VALUES
389.6666666666667
18
<0.1%
388.2720720720721
1,131
0.4%
385.7894736842105
20
<0.1%
385.21497919556174
2,210
0.8%
384.23152709359607
204
<0.1%
384.03333333333336
31
<0.1%
383.3333333333333
34
<0.1%
383.0
42
<0.1%
382.5883534136546
2,557
0.9%
382.41
209
<0.1%
382.02141680395385
630
0.2%
381.1977691977692
2,432
0.9%
381.19166090762496
4,466
1.6%
380.62901744719926
1,105
0.4%
380.4761904761905
85
<0.1%
distancia_
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dt_radar_lambda
0.99
target
0.97
flightlevel_mean
0.86
flightlevel_max
0.67
dt_radar_lambda3
0.55
speed_std
-0.47
dt_radar_lambda1
0.38
flightid_
-0.37
destino
0.26
flightlevel_std1
0.25
sum(flight_through_area)
0.24
flightlevel_std
0.24
sum
-0.24
mean
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.03
troca_prev_mean_y
0.03
troca_prev_sum_y
0.03
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
367.1517755880709
15,167
5.3%
371.1876103912123
14,606
5.1%
501.3117296415013
6,550
2.3%
513.0196093676648
6,469
2.3%
832.3754294981359
6,401
2.2%
831.0918057096961
6,374
2.2%
846.8658747912159
6,342
2.2%
834.4505611519153
6,284
2.2%
865.9033676331903
5,439
1.9%
334.1015838956929
5,075
1.8%
859.9196632821665
4,936
1.7%
921.2121719661634
4,915
1.7%
335.39481224903
4,837
1.7%
463.6231117561114
4,785
1.7%
483.3669673847845
4,719
1.6%
SMALLEST VALUES
4.675015754720645
8
<0.1%
14.035496816271133
18
<0.1%
27.51391119674649
2
<0.1%
39.23376572937641
37
<0.1%
58.0535493378185
39
<0.1%
58.49690500917279
55
<0.1%
72.23911941810348
5
<0.1%
80.27526294520898
7
<0.1%
83.36562911612796
18
<0.1%
104.53807656572496
19
<0.1%
105.66447243985162
10
<0.1%
113.5787243181314
21
<0.1%
202.940644389312
15
<0.1%
231.6391355736351
83
<0.1%
243.22130534277372
84
<0.1%
LARGEST VALUES
2943.4192068853304
99
<0.1%
2926.6511264647274
204
<0.1%
2601.028022076296
18
<0.1%
2594.7447578689817
19
<0.1%
2277.3825023041554
80
<0.1%
2268.125030366374
85
<0.1%
2101.332847175277
3,070
1.1%
2086.259574655493
1,496
0.5%
2082.595955195157
3,138
1.1%
2075.778877400089
4,145
1.4%
2066.7123973887547
1,491
0.5%
2056.881314191824
4,391
1.5%
1957.5006612010832
21
<0.1%
1914.7302662967168
21
<0.1%
1855.6370645304223
1,234
0.4%
flightlevel_std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
speed_std1
0.70
flightlevel_max
0.56
flightlevel_mean
0.50
flightlevel_std1
0.45
dt_radar_lambda3
0.44
flightid_
-0.35
sum
-0.31
mean
-0.31
destino
0.30
mean_y
-0.29
sum_y
-0.29
target
0.27
sum_x
-0.25
mean_x
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
8.986970918986003
15,167
5.3%
10.346388361790009
14,606
5.1%
16.3428088216411
6,550
2.3%
13.8124785739922
6,469
2.3%
13.542646709531866
6,401
2.2%
12.165105450400398
6,374
2.2%
14.350547163737096
6,342
2.2%
19.223059309645485
6,284
2.2%
17.460479446127533
5,439
1.9%
9.537414419049073
5,075
1.8%
17.913248236211178
4,936
1.7%
13.6403896762084
4,915
1.7%
10.307362946581817
4,837
1.7%
15.422139228919107
4,785
1.7%
12.671080648700547
4,719
1.6%
SMALLEST VALUES
3.830459258743837
18
<0.1%
5.04974912795743
18
<0.1%
5.6877761642265146
55
<0.1%
5.945891896543446
21
<0.1%
6.117266218597238
99
<0.1%
6.25021807679988
10
<0.1%
6.542252186693123
7
<0.1%
6.819745202031414
2
<0.1%
8.22824879734405
80
<0.1%
8.312566119290855
20
<0.1%
8.673689970001913
204
<0.1%
8.961293589060402
34
<0.1%
8.986970918986003
15,167
5.3%
9.110329538934886
630
0.2%
9.5362707322487
2,567
0.9%
LARGEST VALUES
70.88527138461643
2
<0.1%
49.1761897763647
19
<0.1%
41.25117124321402
21
<0.1%
39.45815170879694
8
<0.1%
35.99561495169244
15
<0.1%
32.65280374499045
37
<0.1%
30.512420715871677
18
<0.1%
23.45196584695689
34
<0.1%
21.76067480163946
2,432
0.9%
21.469714407867382
21
<0.1%
21.03925467638111
1,928
0.7%
19.733715617978216
18
<0.1%
19.7328336878848
192
<0.1%
19.45978576955808
1,557
0.5%
19.223059309645485
6,284
2.2%
flightlevel_std1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
flightlevel_max
0.80
flightlevel_mean
0.57
flightlevel_std
0.45
flightid_
-0.34
distancia_
0.25
sum
-0.24
mean
-0.24
dt_radar_lambda
0.24
target
0.24
mean_y
-0.23
sum_y
-0.23
speed_std
0.21
mean_x
-0.19
sum_x
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
86.59054828586623
15,167
5.3%
94.73186359879732
14,606
5.1%
107.85662821424457
6,550
2.3%
111.82341204277428
6,469
2.3%
124.90494996388404
6,401
2.2%
126.14703125712694
6,374
2.2%
104.86047554747891
6,342
2.2%
114.67169510438482
6,284
2.2%
116.3165846999455
5,439
1.9%
87.30339752996868
5,075
1.8%
115.33523095953316
4,936
1.7%
108.73725470998195
4,915
1.7%
86.37136637852866
4,837
1.7%
102.31499484236384
4,785
1.7%
103.46539791823844
4,719
1.6%
SMALLEST VALUES
21.044749416470683
18
<0.1%
21.11479731783214
55
<0.1%
23.34754176496678
2
<0.1%
23.60539779383156
7
<0.1%
23.649351741781288
39
<0.1%
28.44099623674528
5
<0.1%
34.244905140547424
10
<0.1%
51.18681091273088
19
<0.1%
52.684428754286685
83
<0.1%
53.31224216912135
84
<0.1%
59.59854652048787
2
<0.1%
63.0135465339719
15
<0.1%
81.2076802593717
2,567
0.9%
81.39711846689798
4,219
1.5%
82.35447184850963
2,300
0.8%
LARGEST VALUES
133.11449173399797
1,553
0.5%
130.7016043345251
4,466
1.6%
130.0705679003472
2,557
0.9%
129.07841345283083
32
<0.1%
127.766045066434
1,579
0.6%
127.2252417382822
1,671
0.6%
126.50957113466508
2,352
0.8%
126.14703125712694
6,374
2.2%
124.90494996388404
6,401
2.2%
124.77967082674664
1,934
0.7%
124.12399364375192
1,850
0.6%
124.0549771841849
2,722
1.0%
122.91363543295856
28
<0.1%
122.60138716633185
2,325
0.8%
122.23862626914055
710
0.2%
speed_std
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
target
-0.51
dt_radar_lambda
-0.49
flightlevel_mean
-0.47
distancia_
-0.47
destino
-0.27
dt_radar_lambda1
-0.26
speed_std1
0.23
flightlevel_max
-0.23
dt_radar_lambda3
-0.22
flightlevel_std1
0.21
Ponto de Orvalhomax_x
0.15
Ponto de Orvalhomean_x
0.15
Ponto de Orvalhomin_x
0.15
flightid_
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
troca
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
93.33837638792504
15,167
5.3%
81.76860124397429
14,606
5.1%
83.74934800817941
6,550
2.3%
98.01094544669866
6,469
2.3%
78.92646721189853
6,401
2.2%
107.37346796406912
6,374
2.2%
65.2591181498863
6,342
2.2%
86.8555913759377
6,284
2.2%
76.20889289199383
5,439
1.9%
81.21415600319742
5,075
1.8%
91.22308202256497
4,936
1.7%
65.73375367452695
4,915
1.7%
96.2115415570852
4,837
1.7%
81.5050817030129
4,785
1.7%
95.61310677462042
4,719
1.6%
SMALLEST VALUES
43.488982864193
39
<0.1%
45.72866181543034
55
<0.1%
45.87920700037933
5
<0.1%
47.83331037860117
83
<0.1%
48.20945792899626
2
<0.1%
48.23811960686335
7
<0.1%
50.34216575696031
18
<0.1%
51.2738951902168
84
<0.1%
57.04698222456604
10
<0.1%
57.315807283716886
99
<0.1%
57.45236611730342
19
<0.1%
58.20688292398292
19
<0.1%
59.67918400879292
2
<0.1%
61.02339347913831
1,448
0.5%
61.28106717856789
1,491
0.5%
LARGEST VALUES
113.10938513551945
2,352
0.8%
109.27586314526198
1,553
0.5%
107.37346796406912
6,374
2.2%
104.5368337686176
2,557
0.9%
102.53453565018825
793
0.3%
100.30087980247022
3,811
1.3%
98.58384418211136
24
<0.1%
98.01094544669866
6,469
2.3%
97.59968179513028
2,595
0.9%
97.45820458674436
336
0.1%
97.0024814261082
1,671
0.6%
96.40846241400972
21
<0.1%
96.34732592058592
2,993
1.0%
96.2115415570852
4,837
1.7%
95.6487751948804
37
<0.1%
speed_std1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
flightlevel_std
0.70
dt_radar_lambda
-0.24
distancia_
-0.24
speed_std
0.23
dt_radar_lambda3
0.23
target
-0.21
sum
-0.20
mean
-0.20
dt_radar_lambda1
-0.19
mean_y
-0.19
sum_y
-0.19
mean_x
-0.15
sum_x
-0.15
origem
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
diaSemana
0.02
troca_prev_mean_y
0.02
troca_prev_sum_y
0.02
troca
0.00
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
15.355188801741262
15,167
5.3%
13.809341054426357
14,606
5.1%
18.14206909022546
6,550
2.3%
15.931827425801323
6,469
2.3%
13.09905922963699
6,401
2.2%
14.994331271796376
6,374
2.2%
14.529490362310336
6,342
2.2%
20.304259118864763
6,284
2.2%
15.680212083023903
5,439
1.9%
14.575203808064863
5,075
1.8%
18.50083675838625
4,936
1.7%
16.625925709907328
4,915
1.7%
16.21691368575269
4,837
1.7%
16.7494177673053
4,785
1.7%
15.65176627631711
4,719
1.6%
SMALLEST VALUES
0.3335786750609169
2
<0.1%
5.375350292358624
21
<0.1%
6.255353702539352
99
<0.1%
7.876977205825026
34
<0.1%
8.362795726130804
80
<0.1%
8.479935920929844
7
<0.1%
8.692048680370416
18
<0.1%
10.05556798104226
10
<0.1%
10.157873472054389
28
<0.1%
10.320786971868218
4,145
1.4%
10.754657497114
204
<0.1%
10.767086760178527
3,070
1.1%
10.991207322073375
20
<0.1%
11.1191777648976
1,496
0.5%
11.1533032522968
32
<0.1%
LARGEST VALUES
47.81709738061098
19
<0.1%
44.750225140829485
2
<0.1%
35.69247794451195
21
<0.1%
31.89866343395696
15
<0.1%
22.6788959259782
18
<0.1%
22.45877127284499
40
<0.1%
21.55909811202391
83
<0.1%
21.1826637995322
2,432
0.9%
21.14963214107247
34
<0.1%
20.304259118864763
6,284
2.2%
20.117995552287997
1,771
0.6%
19.37315113893493
1,928
0.7%
19.230726666901937
192
<0.1%
19.120689542286875
2,364
0.8%
19.095177624722044
21
<0.1%
sum(flight_through_area)
MISSING:
8,698
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
Ponto de Orvalhomean_y
-0.43
Ponto de Orvalhomin_y
-0.43
Ponto de Orvalhomax_y
-0.43
Pressãomean_y
0.32
Pressãomin_y
0.32
Pressãomax_y
0.32
Ponto de Orvalhomax_x
-0.32
Ponto de Orvalhomean_x
-0.32
Ponto de Orvalhomin_x
-0.32
Temperaturamean_y
-0.30
Temperaturamin_y
-0.30
Temperaturamax_y
-0.30
Pressãomax_x
0.27
target
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
troca
0.06
diaSemana
0.01
troca_prev_mean_y
0.01
troca_prev_sum_y
0.01
Temperaturastd_y
0.00
Ponto de Orvalhostd_y
0.00
Velocidade do Ventostd_y
0.00
Direção do Ventostd_y
0.00
Visibilidadestd_y
0.00
Pressãostd_y
0.00
troca_prev_mean
0.00
troca_prev_sum
0.00
MOST FREQUENT VALUES
0.0
212,676
76.7%
86.0
806
0.3%
89.0
791
0.3%
88.0
790
0.3%
82.0
790
0.3%
85.0
772
0.3%
83.0
770
0.3%
78.0
764
0.3%
84.0
764
0.3%
87.0
761
0.3%
73.0
759
0.3%
75.0
755
0.3%
80.0
753
0.3%
76.0
752
0.3%
81.0
744
0.3%
SMALLEST VALUES
0.0
212,676
76.7%
1.0
14
<0.1%
2.0
42
<0.1%
3.0
7
<0.1%
4.0
18
<0.1%
5.0
11
<0.1%
6.0
10
<0.1%
7.0
15
<0.1%
8.0
13
<0.1%
9.0
11
<0.1%
10.0
18
<0.1%
11.0
18
<0.1%
12.0
16
<0.1%
13.0
18
<0.1%
14.0
19
<0.1%
LARGEST VALUES
446.0
1
<0.1%
445.0
1
<0.1%
443.0
2
<0.1%
440.0
1
<0.1%
436.0
1
<0.1%
432.0
2
<0.1%
430.0
1
<0.1%
429.0
2
<0.1%
427.0
2
<0.1%
426.0
1
<0.1%
425.0
1
<0.1%
423.0
2
<0.1%
419.0
1
<0.1%
418.0
3
<0.1%
414.0
1
<0.1%